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Big Tech is winning the battle of the bulge

A google, Microsoft, and Intel logo being flattened
Microsoft CEO Satya Nadella

Getty images; Tyler Le/BI

  • Microsoft is among the latest to cut middle management jobs.
  • Tech giants like Intel, Amazon, and Google are also flattening structures for efficiency.
  • Experts warn that while flattening can speed decisions, it is possible to take it too far.

Companies are shedding bloated layers of management in an attempt to reduce bureaucracy. Some employees are applauding the move, known as flattening the middle, in the hopes of getting faster and boosting efficiency.

Microsoft said Tuesday it's slashing around 6,000 employees. While the days since have made it clear many of those cut were individual contributor-level engineers, executives previously told BI one motivation behind the recent cuts was to increase managers' "span of control," or the number of reports per manager.

Intel announced a great flattening last month, emphasizing more time in the office, less admin, and leaner teams.

"The best leaders get the most done with the fewest people," said the chip giant's new CEO, Lip-Bu Tan, in a memo to staff.

Amazon has also increased the ratio of individual contributors to managers. They call it a "builder ratio." Google CEO Sundar Pichai told staff late last year that the company cut vice president and manager roles by 10% as part of an efficiency push. Meta has been at it for years, with CEO Mark Zuckerberg writing in a 2023 memo, "flatter is faster."

The risk is that these companies cut too many managers, leaving the remaining folks with too many direct reports.

But for now, it appears to be a risk companies are willing to take.

Agility and expertise

The logic of cutting from the middle to speed up is sound, management experts say.

"You can't go faster and be more connected to a larger ecosystem if you're having to go up and down a hierarchy for every decision," Deborah Ancona, a professor of management at Massachusetts Institute of Technology, told Business Insider.

While some companies have been trying for decades to zap management layers, there's a new urgency to do so. Businesses exist in "an exponentially changing world," Ancona said.

Dell executives explained this to employees earlier this month, when they began reorganizing managers to have more direct reports. The company, whose head count has dropped by 25,000 in two years, also pointed to the influx of artificial intelligence as a reason it needed to move faster.

Ideally, companies would remove layers and spread decision-making throughout the organization so that those closest to customers or technology, for example, could generate ideas and make decisions, Ancona said.

"You're kind of flipping the organization," she said. "Rather than all the ideas coming from on high, you have entrepreneurial leaders who are lower down in the organization coming up with new ideas."

Bayer CEO Bill Anderson is leery of having to run everything up the chain. After taking over the German biotech company in 2023, he began implementing what he calls a "dynamic shared ownership" setup that has cut thousands of managers. Staffers come together in "mini networks" for 90-day stretches to work on projects.

"We hire highly educated, trained people, and then we put them in these environments with rules and procedures and eight layers of hierarchy," Anderson previously told BI. "Then we wonder why big companies are so lame most of the time."

Fewer managers, more reporting, more meetings?

When middle managers are cut and layers condensed, inevitably, more workers report to fewer managers. The logistics of that vary, and the success in terms of morale has a lot to do with the starting point.

Amazon started flattening last year. In September, CEO Andy Jassy ordered a 15% increase in the ratio of individual contributors to managers by March. BI reported that senior Amazon Web Services managers received a memo in January instructing them to restrict high-level hiring and increase their number of direct reports.

An Amazon spokesperson told BI at the time that the memo may have been intended for one team, but does not apply to the company at large. The Amazon spokesperson also referenced a September memo from Jassy on the importance of reducing management layers.

An AWS manager told BI this month that the flatter structure has since put more burden on employees on her team to report on what they're doing day-to-day, in addition to their actual work, since managers have less time to inspect individuals' work.

Plus, this manager said they are spending more time in meetings as they took on a more diverse group of direct reports. The Amazon spokesperson also emphasized that the individual employee's anecdote does not represent the company as a whole.

Yvonne Lee-Hawkins was assigned 21 direct reports when she worked for Amazon's human resources. She told BI that she had to quickly learn new skills to handle the load, like asynchronous work strategies, but her teams' performance suffered as her number of reports grew from 11 to 21 employees.

Weekly one-on-ones β€” the subject of much debate among tech titans β€” became impossible, and she had to cut them in half.

At Microsoft, a half-dozen employees who spoke to BI about the manager flattening trend generally regarded it as a positive step to eliminate inefficient and unnecessary levels of managers. Some managers have as few as one or two reports.

Microsoft ended up with many management layers, the people said, because it often tried to reward good engineers by promoting them to become managers. Often, those engineers-turned-managers still spent most of their time in the codebase and weren't very effective as managers.

Meanwhile, larger groups of direct reports often work better for senior employees, who need less one-on-one time and can do more things in a group setting.

A Microsoft spokesperson did not comment when asked about these factors.

Gary Hamel, a visiting professor at London Business School who lives in Silicon Valley, told BI that pushing managers to take on more direct reports can reduce micromanaging, a common bane of corporate existence.

When managers have a lot of people to oversee, it pushes them to hire people they trust, mentor rather than manage, and give up a "pretty big dose" of their authority.

"Those are all hugely positive things," he said, even if they require "a fairly dramatic change" in how managers see their role.

How many direct reports is too many?

Nvidia CEO Jensen Huang famously has 60 direct reports. Managers at Dell have been told they should have 15 to 20. An AWS document viewed by BI in January mandated no fewer than eight per manager, up from six. An Amazon spokesperson told BI there are no such requirements companywide.

Gallup research indicates that the quality of a manager matters more than the number of direct reports in terms of how well teams perform. That's because more engaged managers tend to lead to more engaged teams. And small teams β€” those with fewer than 10 people β€” show both the highest and lowest levels of engagement because managers can have an outsize effect, for better or worse.

That may explain why some companies seem to thrive with dozens of direct reports per manager and others fail.

The nature of the work matters, too. When work is more complex, it can be harder for managers to oversee too many people.

Managing dozens of people gets harder when "life intersects with work," Ravin Jesuthasan, the global leader for transformation services at the consulting firm Mercer, told BI.

When employees have an issue, they often need someone to talk to about it.

"As a manager, you are the first port of call," he said.

That's one reason, Jesuthasan said, that having something like 20 direct reports would likely be "really hard." For most managers, the couple of dozen direct reports that many tech companies are aiming for is probably the limit, he said.

Strong managers can powerfully boost a company's ability to develop talent and its bottom line. A 2023 analysis from McKinsey & Company, for example, found that organizations with "top-performing" managers led to significantly better total shareholder returns over five years compared with those entities that had only average or subpar managers.

While flattening schemes may be successful at reducing bulk in the middle and speeding up decision-making, they can hinder future growth if they're not well-managed.

Jane Edison Stevenson, global vice chair for board and CEO services at the organizational consulting firm Korn Ferry, told BI that removing layers from a management pyramid can help elevate those high performers. But flatter companies may fail to develop leaders who can pull together the disparate parts of an organization.

At some point, she said, "You've got to start to make a bet on the leaders that are going to have a chance to build muscle across, not just vertically."

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Amazon sees warehouse robots 'flattening' its hiring curve, according to internal document

14 May 2025 at 10:39
Amazon's new Vulcan robot
Amazon's Vulcan robot.

Amazon

  • Amazon has a growing fleet of warehouse robots to enhance safety and efficiency.
  • In an internal document, Amazon said these robots are critical to flattening its hiring curve.
  • Amazon automation could save the company $10 billion annually by 2030, Morgan Stanley estimates.

When Amazon unveiled its Vulcan touch-sensing warehouse robot last week, it framed the technology as a way to make frontline jobs safer and easier.

What the company didn't mention is a broader ambition: using Vulcan and its expanding fleet of warehouse robots to reduce its need to hire a lot more humans.

An internal document obtained by Business Insider describes Amazon's long-term vision of automating many warehouse tasks. The document, dated late last year, said Vulcan and similar robots are "critical to flattening Amazon's hiring curve over the next ten years" as the company builds "the world's most advanced Fulfillment Network."

This suggests Amazon is trying to use automation to slow the rate of new hiring, rather than replace existing workers. People in senior positions at the company who are familiar with the matter say the automation push is also a response to growing costs and possible labor shortages in Amazon's warehouses.

The document, marked "Amazon Confidential," was produced by Amazon's retail team to review various important projects. It also outlined several AI initiatives designed to further optimize warehouse efficiency and employee productivity.

'Higher-value tasks'

Amazon's Vulcan robot in action
Amazon's Vulcan robot in action.

Amazon/Cover Images via Reuters Connect

The company still plans to "have a lot of people for a long period of time," an Amazon spokesperson told BI, adding that many future roles would involve "higher-value tasks."

"Our robotics solutions are designed to automate tasks in an effort to continue improving safety, reducing repetition, and freeing our employees up to deliver for customers in more skilled ways," the spokesperson said. "Since introducing robots within Amazon's operations, we've continued to hire hundreds of thousands of employees to work in our facilities and created many new job categories worldwide, including positions like flow control specialists, floor monitors, and reliability maintenance engineers."

The spokesperson also cautioned against drawing conclusions from a specific internal company document.

A leader in automation

Amazon has been a leader in warehouse automation for years, having acquired Kiva Systems in 2012 for roughly $775 million. The company has consistently streamlined its operations through technology, integrating more than 750,000 robots to work alongside over 1 million frontline employees in storing, picking, packing, and shipping goods.

For roughly a decade, Amazon's head count grew massively, even though it was embracing automation. But this has gone into reverse in recent years.

After doubling its workforce to 1.6 million between 2019 and 2021, Amazon's head count declined to 1.55 million last year.

A chart showing Amazon headcount
Amazon's head count.

Amazon public filings

Humans working alongside robots

Amazon introduced Vulcan last week as its first tactile robot. It's capable of sensing and adjusting the force needed to pick products from crowded bins and tall baskets, improving safety and speed.

According to the internal document obtained by BI, Amazon's robotics team is working on at least two AI models intended to be building blocks for new applications that "will significantly enhance the efficiency and responsiveness of our robotics systems." The company is also working on a new AI model called "Tetris," aimed at reducing variable labor and transportation costs, the document said.

In the document, Aaron Parness, the director of applied science at Amazon Robotics, emphasized robots' role in enhancing efficiency and safety to ultimately enable the company to fulfill more orders and deliver more shipments.

"We've always envisioned a solution that's robots and humans working side by side," Parness wrote. "And we think the sum of the two together is better than the parts alone."

He added that automation helps Amazon retain frontline employees in a competitive labor market by improving the work environment and offering new technical career paths in maintenance and operations.

"You have to be competitive for workers," Parness said, "so that people will want to work and stay at Amazon."

A potential solution for labor shortages

Some Amazon employees told BI that machines such as Vulcan are designed not only to enhance productivity but also to help address a growing labor gap.

One employee said the company had set aggressive targets to automate much of the warehouse workload over the next decade to drive down costs. Amazon is also extensively researching how to upskill the current workforce to move them into more maintenance-related jobs, this person added.

With Amazon's continued growth, finding enough workers has become increasingly difficult, another Amazon insider told BI. If the company doesn't automate more, it will struggle to keep up with demand, this person added.

A $10 billion opportunity

A green wheeled robot carries a large wheeled cage on its back.
Amazon's new "Proteus" robot.

Amazon

Vulcan is one of several systems Amazon has introduced in recent years, including robotic arms such as Robin and Sparrow that sort orders and mobile units like Proteus that transport packages across warehouses.

Amazon's automation strategy could save as much as $10 billion annually if 30% to 40% of US orders are fulfilled through next-generation facilities by 2030, Morgan Stanley estimates.

"We expect Amazon to continue to expand its warehouse network (to support growth) while also upgrading the footprint toward next-gen robotics in new builds and retrofits," Morgan Stanley analysts wrote in a research note earlier this year.

Amazon CEO Andy Jassy reaffirmed the company's commitment to automation during a February earnings call, saying its robotics investments aim to boost safety, productivity, and cost efficiency.

"We've already seen substantial value from our robotics innovations," Jassy said.

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Amazon strikes a new partnership with FedEx after UPS pullback

12 May 2025 at 13:09
Amazon and FedEx trucks together
Amazon and FedEx delivery trucks

: Jeffrey Greenberg/Universal Images Group via Getty Images

  • Amazon has partnered with FedEx to fill some delivery gaps left by UPS.
  • UPS announced earlier this year that it would significantly reduce deliveries for Amazon.
  • FedEx and Amazon had cut ties in 2019 due to rising competition between the two companies.

Amazon is going back to FedEx after falling out with UPS.

According to an internal document obtained by Business Insider, Amazon signed a new partnership deal with FedEx in late February to handle some parts of its package deliveries.

The FedEx deal gives Amazon "cost favorability" compared to UPS, the document said, indicating the retail giant stands to save money from the transition.

The document doesn't specify the extent of the deal or which Amazon packages will be handled by FedEx.

"Securing FedEx capacity is our primary solution for these capacity constraints," the internal document said.

FedEx shares popped in after-hours trading on Monday, following BI's exclusive reporting.

Amazon comments

In an email to BI, Amazon's spokesperson confirmed the new partnership.

"We've reached an agreement with FedEx to serve as one of several third-party partners to deliver packages to our customers," the spokesperson said in an email statement. "FedEx joins our other third-party partners like UPS and the USPS, that work alongside our own last mile delivery network to help us balance capacity to best serve customers."

Amazon's spokesperson told BI that the company regularly works with third-party delivery partners to "balance capacity," and the FedEx deal is not meant to replace UPS entirely.

FedEx weighs in

A FedEx spokesperson told BI the company remains "focused on driving profitable growth,'" and that the two companies have been discussing this partnership for more than a year.

"FedEx has the global network, capacity, and expertise to serve the shipping needs of thousands of retailers in the e-commerce space," FedEx's spokesperson said in a statement. "We have reached a mutually beneficial, multi-year agreement to provide residential delivery of select large packages for Amazon."

This new deal will be "net positive" for FedEx's average system yields, the company added. That's an industry metric that measures the efficiency and profitability of a shipping network.

A twist

The renewed alliance between Amazon and FedEx adds a notable twist to the broader shipping industry.

FedEx and Amazon cut ties in 2019 as the two companies increasingly competed in the logistics and delivery space. At the time, FedEx said it would focus on other e-commerce customers instead. Amazon's then-operations lead Dave Clark downplayed the fallout, writing on X that FedEx was a "very small piece of our network and vice versa."

Logistics consulting firm MWPVL estimates FedEx currently handles no Amazon packages in the US. (Third-party sellers on Amazon's marketplace are still able to use FedEx as a shipping option).

The FedEx deal follows UPS's announcement earlier this year that it would reduce its shipping volume for Amazon packages by more than half by the end of 2026. Despite Amazon being its largest customer, the company cited profitability concerns as the reason for slowly winding down the partnership.

According to the internal document obtained by BI, Amazon's Extra Large delivery network, which ships bulky items like TVs and furniture, expects to get some delivery support from FedEx through this new deal. In the second half of this year, Amazon's Extra Large delivery team plans to "leverage FedEx for 100%" of any capacity risks, it added.

Amazon's spokesperson told BI that the Amazon document's reference to the extra-large delivery team's plans was "premature at this point."

Meanwhile, Amazon's in-house logistics service has since surpassed FedEx and UPS in shipping volume.

According to Pitney Bowes, Amazon shipped 6.3 billion parcels in 2024, up 7.3% from the year before, and far ahead of UPS's 4.7 billion and FedEx's 3.7 billion. USPS was the only carrier ahead of Amazon at 6.9 billion packages.

Amazon previously disclosed that more than two-thirds of its packages are delivered through its own logistics network in the US.

Have a tip? Contact Eugene Kim via email at [email protected] or Signal, Telegram, or WhatsApp at 650-942-3061. Contact Hugh Langley via email at [email protected] or Signal at 628-228-1836. Use a personal email address and a nonwork device; here's our guide to sharing information securely.

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Big Tech's new playbook: Trim the fat, pay the stars

A row of employees with one golden glowing figure in the foreground
Β 

Getty Images; Tyler Le/BI

  • Tech firms like Amazon, Google, and Microsoft are doubling down on performance-based rewards.
  • Top performers are better incentivized, while underachievers face increased scrutiny.
  • Tech companies are also reducing new-hire offers and lowering pay raises.

Big Tech is rewriting the rules this year: Top talent gets big rewards, while underperformers face the heat.

The latest to follow suit is Amazon, which recently overhauled its compensation model to reward long-running top performers with larger payouts. Four years at the highest performance rank now pays off big with 110% of the pay band, which exceeds the previous 100% cap. But employees who achieve the top rank for the first time take a hit, with total comp cut to 70% of the pay range, down from last year's 80%.

The move is part of a broader tech trend of using performance reviews and compensation to better incentivize high achievers and eliminate underperformers and their drag on the balance book. Big Tech firms, including Google, Microsoft, and Meta, have made similar changes, all in pursuit of leaner, top-tier teams.

These companies handed out lavish perks, pampering, and sky-high salaries to stay competitive. A pandemic-era hiring spree exacerbated a tech tradition of hoarding top talent and only added to the ranks. Now, a shift makes one thing clear: It's no longer about head count β€” it's about talent.

The changes go hand in hand with sweeping pivots across tech to replace perks and pampering with performance and efficiency. Big Tech still rewards workers handsomely, but the era of resting and vesting at the giants may be well and truly over.

"The industry overall has made big efforts to do more with less," Brian Nguyen, a product manager at the salary data platform Levels.fyi, told Business Insider. "This has allowed them to scale back costs while pushing for higher-quality work with fewer employees and rewards for only the top-tier performers."

Google declined to comment, and Microsoft did not respond to a request for comment.

A Meta spokesperson reiterated what the company previously shared with BI about its low-performer cuts: "Employees at Meta have always been held accountable to a goal-based culture of high performance."

The new approach "creates a steadier compensation progression for employees as they develop within their roles," an Amazon spokesperson said, adding the company offers "multiple channels" for employees to raise concerns about pay.

'Appropriate distinction'

Amazon managers this year received a list of potential pay-related questions and suggested answers, according to internal talking points obtained by BI. If asked about pay cuts, managers are encouraged to focus on employees getting raises for improved performance.

"Employees moving to a higher OV level will generally receive an increase," one talking point said, referring to Amazon's performance rating called overall value. "This ensures an appropriate distinction between newer and consistently high-performing employees at each OV level."

At Google, a larger share of employees can now earn top performance ratings, which lead to bigger bonuses and equity. Managers have also been given the authority to hand out more discretionary rewards to employees who are excelling.

But with a fixed budget, those gains come at the cost of lower-ranked employees, reinforcing the company's focus on high performance and raising the stakes for those falling behind.

"High performance is more important than ever to achieve the goals we've set, and so we're making some changes to further reward top contributors," John Casey, Google's vice president of global compensation and benefits, told staff in a memo last week.

Microsoft, meanwhile, has rolled out policies aimed at enhancing performance management and addressing what the company calls "low performers." Managers also received "more transparency and clarity" in the rewards process, an internal note seen by BI said. The change came after the company laid off 2,000 employees deemed to be underperforming earlier this year.

Meta has ramped up what it calls performance-based cuts, aiming to shed about 5% of its lowest-rated staff. An internal memo revealed plans to make these layoffs annual under a "non-regrettable attrition" policy. Adding to the sting, some ex-employees β€” even high performers β€” have landed on internal block lists, barring them from being rehired.

Lower pay for new hires

While these companies are weighing an employee's performance rating history more heavily, some are also reducing new-hire offers.

In 2022, Amazon regularly offered over $300,000 a year to newly hired midlevel software engineers, according to data from Levels.fyi. Nowadays, more offers land around $270,000 a year, with recruiters being especially strict about needing "extra approvals" for anything higher, said Levels.fyi's Nguyen. Other companies, like Meta and Apple, are taking a similar approach, he added.

Switching jobs no longer helps either.

The Atlanta Fed's Wage Growth Tracker shows that median pay increases for job switchers dropped to 4.2% in February, down sharply from 7.3% in early 2023.

Tech professionals, in particular, are feeling the heat with lower pay offers and significant pay cuts, BI previously reported, as reduced competition has weakened employees' bargaining power.

Not everyone is sold that the shift to crack down on underperformance is here to stay. Peter Capelli, a management professor at the University of Pennsylvania, told BI that many companies follow these trends simply because "others are doing them," cycling through similar changes every decade or so.

"These are just fads," Capelli said.

Still, the changes haven't gone unnoticed. At one Amazon office, some employees quietly voiced their frustration on an elevator whiteboard, a photo of which was shared with BI.

"No raise, no RSUs β€” thanks!" the whiteboard read, referring to the lack of employee stock awards. "Do more with less."

Have a tip? Contact Eugene Kim via email at [email protected] or Signal, Telegram, or WhatsApp at 650-942-3061. Contact Hugh Langley via email at [email protected] or Signal at 628-228-1836. Use a personal email address and a nonwork device; here's our guide to sharing information securely.

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Amazon is working on a secret project called 'Kiro,' a new tool that uses AI agents to streamline software coding

6 May 2025 at 10:48
Amazon CEO Andy Jassy
Amazon CEO Andy Jassy

Brendan McDermid/REUTERS

  • Amazon is developing a new AI coding tool, internally codenamed Kiro.
  • Kiro aims to enhance software development with AI agent technology and a multi-modal interface.
  • AI coding assistants are rapidly growing, with major tech firms investing heavily in the space.

AI coding assistants are exploding in popularity. Amazon wants a piece of it.

According to an internal document obtained by Business Insider, Amazon Web Services is building a new AI coding tool, codenamed Kiro.

The software development application taps into AI agents to analyze user prompts and existing data, generating code in "near real-time," the document said.

Kiro is a web and desktop app that can be customized to work with first-party and third-party AI agents, Amazon explained in the document. It also taps into knowledge bases, extensions, and themes further enhancing developer productivity.

Kiro will feature a multi-modal interface, allowing developers to input not just text but also visual diagrams and other contextual information, the document stated.

AWS offers an existing AI coding assistant called Amazon Q.Β The document obtained by BI suggests that Kiro may be a broader application that taps into multiple AI agents to automate or speed up many aspects of software development.

The tool is expected to be able to auto-generate technical design documents, flag potential issues, and offer code optimizations, Amazon explained in its internal document.

"There is an opportunity to reimagine how AI is used to build software at an exponentially faster rate of innovation and higher product quality," the company wrote.

Amazon disses other AI coding tools

The internal document critiques existing AI coding tools as being locked into "code-centric" interfaces that slow developers down. Kiro aims to "democratize" software creation, minimizing time-to-code and maximizing productivity, it said.

AWS had considered launching Kiro in late June, according to the document, though it remains uncertain whether that timeline is still in effect.

AWS's spokesperson declined to comment on Kiro specifically, but told BI that the company is working on AI agent features for its existing products, like the Q developer tool.

"AI agents are quickly transforming the developer experience, and we are rapidly creating innovative new approaches to software development that take full advantage of these powerful agentic capabilities," the spokesperson said. "We're only getting started."

'Explosion of coding agents'

AI coding assistants have seen a sharp surge in growth lately.

CEO Andy Jassy called out the growth of AI tools such as Cursor and Vercel during Amazon's earnings call last week, highlighting an "explosion of coding agents" among AWS customers.

Google and Microsoft both said that around 30% of their code is now written by AI. David Sacks, the White House's AI and crypto czar, recently called coding assistants the "first big break-out application of AI," noting explosive growth in tools like Cursor and Replit.

"The ramifications of moving from a world of code scarcity to code abundance are profound," Sacks wrote on X last week.

Startups in the space are attracting significant attention. Anysphere, which built Cursor, raised a huge funding round recently, and OpenAI agreed to buy AI coding startup Windsurf for $3 billion.

AI may change the role of human coders

By 2028, 9 out of 10 enterprise software engineers will use AI coding assistants, up from less than 14% in early 2024, according to Gartner estimates. It's unclear how this will reshape the role of human coders.

Last year, AWS CEO Matt Garman said it's possible that most software developers will not be coding in the future because of new AI tools, and that Amazon has to help employees "upskill and learn about new technologies" to boost their productivity, BI previously reported.

Amazon faced early hurdles with its Q coding assistant, sparking internal concerns over high costs and lackluster performance compared to rivals like Microsoft's Copilot, BI previously reported. The company's spokesperson said user experience with generative AI is "constantly evolving" and pointed to customers, including Deloitte and ADP, that saw productivity gains with Amazon Q.

Amazon believes tools like Kiro will simplify common tasks, such as integrating Stripe payments, while empowering developers to do more with less, according to the document.

"With Kiro, developers read less but comprehend more, code less but build more, and review less but release more," it said.

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Amazon revamps pay structure to favor 'consistently high-performing' employees

5 May 2025 at 09:39
Amazon's CEO Andy Jassy speaking at The New York Times' DealBook summit.
Amazon's CEO, Andy Jassy

Thos Robinson via Getty Images

  • Amazon updated its pay model to better reward top talent this year.
  • The change reflects a wider Big Tech trend prioritizing top performance and tighter cost control.
  • Amazon's pay structure has faced criticism for a lack of transparency and competitive rankings.

Amazon is overhauling its compensation model to more clearly reward sustained top performance while reducing payouts for some lower performers.

According to internal guidelines obtained by Business Insider, Amazon is revising its compensation structure within pay bands to better recognize and reward long-term high performers.

Employees who earn a "Top Tier" performance rating for four consecutive years will now receive 110% of their pay range, exceeding the usual cap. In contrast, first-time Top Tier recipients will get 70% of their pay band, down from 80% last year.

"This approach ensures a steadier compensation progression," the internal pay guideline said, referring to the company's total compensation target (TCT) metric.

The changes put Amazon in step with other Big Tech giants that are streamlining employee rewards and tightening overall costs. Google has trimmed bonuses and equity for underperformers, Microsoft has introduced stricter review policies, and Meta is actively downsizing its lowest-rated employees.

Amazon's spokesperson told BI that the updated model "better distinguishes" those with consistent excellence.

"As always, employees' contributions drive the outcome of their annual compensation review," Amazon's spokesperson said. "What's different this year is that our approach to compensation changes now better distinguishes between newer high performers and those who have consistently exceeded expectations for their role and level."

'Overall Value' ratings

Amazon's 12-month pay cycle for corporate employees typically starts in April. Most rank-and-file employees receive their pay updates in early April.

Although Amazon considers various factors when determining employee pay, individual performance ratingsβ€”internally known as "Overall Value"β€”are a key driver. Employees are ranked across five performance tiers: Top Tier (TT), Highly Valued 3 (HV3), Highly Valued 2 (HV2), Highly Valued 1 (HV1), and Least Effective (LE).

The internal guidelines say performance "directly impacts" compensation, and the OV ratings are "used to generate the compensation recommendation for each employee."

This year, more weight is being placed on an employee's rating history. For example:

  • A jump from HV1 to HV2 now yields 10% of the pay range, down from 20%.
  • But someone dropping from HV3 to HV2 still receives 20%, highlighting a greater emphasis on past performance.
  • Those who move up to HV3 will get 40% of their pay range, not the 50% previously offered.
  • An employee with two years of Top Tier status now gets 90% of their pay band, down from 100%.
  • But 3 straight years of Top Tier can now reach 105% of the range. Those who get 4 consecutive years of Top Tiers can get 110% of the range. Previously, it was capped at 100%.
  • This year, first-time Top Tier recipients will reach 70% of their pay band, compared to 80% in prior years.

Amazon's pay structure has long sparked internal frustration, partly due to its lack of transparency and the competitive nature of employee rankings, as BI previously reported. Managers are instructed not to share individual OV ratings with employees, leaving staff to infer their performance based on changes in their compensation.

This year's guidelines also said Amazon will continue to run the pilot program that allows employees to take 25% of their new stock awards in cash. Stock compensation has traditionally accounted for a large portion of Amazon's total pay, but it has become less appealing to employees seeking more immediate financial returns.

Despite the recalibration, Amazon says most employees who showed improvement still saw increases this year. The company offers "multiple channels" through which employees can raise concerns about pay, the spokesperson added.

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Amazon took a mysterious $1 billion hit from customer returns and tariff maneuvering

1 May 2025 at 17:17
Amazon CEO Andy Jassy
Amazon CEO Andy Jassy

F. Carter Smith/Bloomberg via Getty Images; Chelsea Jia Feng/BI

  • Amazon recorded roughly $1 billion of one-time charges on Thursday.
  • Tariffs and customer returns are ongoing concerns for Amazon.
  • Amazon's Q1 results beat estimates, but future guidance fell short.

Amazon recorded one-time charges of roughly $1 billion on Thursday due to customer returns and tariff-related maneuvering.

During the company's earnings call, CFO Brian Olsavsky addressed the issue and analysts discussed it.

"During the quarter, we've recorded one-time charges related to some historical customer returns that have not yet been resolved and some costs to receive inventory that was pulled forward into Q1 ahead of anticipated tariffs," Olsavsky said.

Without those charges, the operating profit margin of Amazon's North America retail business would have been almost one percentage point higher, the CFO said. That equates to a roughly $800 million hit.

For the international retail business, it would have had an operating margin that was roughly 0.7% higher, Olsavsky added. That equates to about $200 million in one-time charges, for a grand total of roughly $1 billion.

What's notable here is that the losses stem from two persistent concerns β€” tariffs and customer returns.

Tariffs have created a climate of unpredictability, Amazon CEO Andy Jassy said during Thursday's analyst call.

Amazon did some forward buying for its wholesale business, while some third-party sellers shipped inventory ahead of schedule to avoid tariff hikes, he explained.

Still, Amazon hasn't seen the average selling price on Amazon "appreciably go up yet," Jassy noted.

"None of us knows exactly where tariffs will settle or when," he said.

Customer returns have also become a growing problem for Amazon in recent years. The company is trying to incentivize customers to use less costly return methods, and preempt returns entirely by letting shoppers on its website know when a product is frequently returned.

Amazon's first-quarter results on Thursday exceeded Wall Street estimates, but future guidance came in lower than expected. Amazon's stock dropped about 2% in after-hours trading.

When an analyst asked if Amazon expects another one-time charge for the current quarter, Olsavsky stopped short of directly addressing the question.

Instead, he said Amazon typically sees higher stock-based compensation in the second-quarter and noted additional expenses related to the Kuiper satellite project. Tariff-induced uncertainty also makes it difficult to give accurate future guidance, he added.

An Amazon spokepserson declined to comment.

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Amazon's cloud business prepares for 'Buy Canada' questions and other Trump tariff fears

8 May 2025 at 12:28
Amazon Web Services CEO Andy Jassy gives a presentation onstage.
Amazon CEO Andy Jassy

Amazon

  • Amazon Web Services recently issued guidance to staff on tariffs and data sovereignty concerns.
  • AWS aims to reassure customers amid uncertainty over tariffs and other geopolitical issues.
  • Amazon previously hinted that third-party sellers might raise prices on its site due to tariffs.

As tariffs spark growing uncertainty across Amazon's retail operations, the company's cloud division is quietly moving to head off similar concerns from business customers.

According to an internal document obtained by Business Insider, Amazon Web Services has issued new guidance to frontline sales and technical staff, instructing them on how to respond to customer questions about tariffs, data sovereignty, and potential restrictions tied to US government policy.

Among the talking points: If an AWS customer asks about possible price increases due to tariffs, employees are told to avoid direct answers and instead reaffirm pricing terms for those covered under existing Private Pricing Agreements (PPAs).

"In the event that AWS does increase prices, these increases will not change any agreed upon discounts, credits or service-specific rates in your PPA," the internal document stated.

While AWS may be less directly impacted by tariffs than Amazon's e-commerce business, the document reveals the company is concerned enough to prep staff with answers to potential tough customer questions.

The document covers questions ranging from potential price hikes and data-privacy concerns. It even broaches the possibility that US President Donald Trump might ban foreign companies from using AWS.

In a recent CNBC interview, Amazon CEO Andy Jassy acknowledged the situation remains fluid and emphasized efforts by the company's e-commerce business to keep consumer prices low. Still, he hinted that some third-party sellers might raise prices in response to tariffs. He also noted that, despite the uncertainty, Amazon continues its data center expansion.

Amazon, whose stock has dropped about 15% this year, is set to report first-quarter earnings on Thursday.

A spokesperson for the company referred BI to a statement from the internal document:

"We're closely monitoring the situation, and we are working to assess the impact on our business. As we navigate the evolving trade policy landscape, our focus remains on delivering value to our customers and innovating on their behalf."

Do not 'speculate'

Tariff-driven price hikes have already become a flashpoint in Amazon's retail division.

As BI previously reported, internal teams have struggled with forecasting, and vendors say Amazon has offered cost relief in exchange for strict margin guarantees. Meanwhile, third-party sellers say they're being forced to raise prices due to rising import costs.

AWS CEO Matt Garman
AWS CEO Matt Garman

Amazon

What this means for AWS pricing remains unclear. Internal guidance tells employees not to "speculate," citing the rapidly evolving nature of trade policy.

Some cloud industry experts suggest tariffs could squeeze AWS more than the company lets on.

AWS relies heavily on high-end computing gear, much of it manufactured in China or Taiwan. While some semiconductor components were recently exempted from tariffs, other critical data center parts may still be affected. Trump has paused most new tariffs for 90 days, but a 145% tariff on Chinese goods remains in effect.

"AWS and other hyperscalers could choose to absorb the cost or pass it on to customers," said Travis Rehl, CTO of cloud consultancy Innovative Solutions. "I'm unsure which direction they'd take."

Ben Schaechter, CEO of cloud cost optimization firm Vantage, said tariffs could force AWS to tighten future discounts or slow infrastructure growth due to higher hardware costs.

The bigger threat, some say, is reduced cloud spending.

Randall Hunt, CTO of cloud advisory firm Caylent, told BI that customers are already cutting back in broad spending in anticipation of slower growth and rising costs.

Data sovereignty and Trump-era fears

The growing uncertainty over Trump's actions has pushed Amazon to prepare for even more extreme scenarios, including potential US government demands for cloud customer data or a move to block non-US users from accessing AWS.

Those concerns over privacy and data access have grown recently as Trump's tariff-driven trade war increased tensions between the US and European countries.

If asked about potential US government data requests, Amazon instructed employees to emphasize that AWS does not disclose customer information unless legally required and that all requests are thoroughly reviewed.

The guidance also clarifies AWS's position on the CLOUD Act, or Clarifying Lawful Overseas Use of Data Act. The CLOUD Act, passed in 2018, gives US law enforcement agencies the authority to access data held by US-based companies, even if stored abroad.

AWS has not provided enterprise or government customer data stored outside the US since at least 2020 and it will challenge any "over-broad" or unlawful requests, the document stated.

"The CLOUD Act does not provide the U.S. government with unfettered access to data held by cloud providers," the document added.

trump
President Donald Trump.

Chip Somodevilla/Getty Images

On the question of whether Trump could block foreign access to AWS, the document stops short of addressing whether the president has the authority, but notes there's no indication such action is imminent.

In fact, it argues that doing so would contradict the administration's stated goal of supporting US tech companies abroad.

"AWS is closely plugged into US policy and this Administration's efforts, and can confirm we have heard nothing about restricting cloud services to non-US customers in response to addressing trade imbalances or unfair trade barriers, and expect their focus to continue to be on tariffs as the 'rebalancing' mechanism," the document said.

Sanctions and 'Buy Canada'

AWS also addresses fears that US sanctions could restrict access to its services in certain countries. The guidance notes that full country-wide sanctions are rare and that in the past, companies have been given time to wind down operations when sanctions do occur.

"US country-wide sanctions or services restrictions are exceedingly rare," the document said. "But in the theoretical case that such sanctions ever came to pass, AWS would do everything practically possible to provide continuity of service."

Finally, AWS is preparing for patriotic backlash in some markets, such as a potential "Buy Canada" movement. Employees are told to clarify that AWS's Canada office is a registered Canadian corporation headquartered in Toronto, and that customers can choose to store their data locally and encrypt it.

Still, the guidance urges caution. Employees should be careful framing AWS as a "Canadian business," given the complexity of the term.

"Whether AWS is a 'Canadian business' will depend on how that is defined in particular circumstances," the document concludes.

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With a limited supply of GPUs, how do you prioritize AI projects? Amazon uses these 8 tenets to decide who gets access.

23 April 2025 at 10:15
Andy Jassy talking.

Brendan McDermid/REUTERS

  • Amazon addressed GPU shortages with internal tenets to guide the valuable resource's allocation.
  • The company launched "Project Greenland" to streamline GPU distribution and prioritize ROI.
  • Amazon employees now have better access to GPUs, the company said.

Amazon, like many other tech companies, has grappled with significant GPU shortages in recent years.

To address the problem, it created eight "tenets," or guiding principles, for approving employee graphics processing unit requests, according to an internal document seen by Business Insider.

These tenets are part of a broader effort to streamline Amazon's internal GPU distribution process. Last year, Amazon launched "Project Greenland," which one document called a "centralized GPU orchestration platform," to more efficiently allocate capacity across the company. It also pushed for tighter controls by prioritizing return on investment for each AI chip.

As a result, Amazon is no longer facing a GPU crunch, which strained the company last year.

"Amazon has ample GPU capacity to continue innovating for our retail business and other customers across the company," an Amazon spokesperson told BI. "AWS recognized early on that generative AI innovations are fueling rapid adoption of cloud computing services for all our customers, including Amazon, and we quickly evaluated our customers' growing GPU needs and took steps to deliver the capacity they need to drive innovation."

How Amazon decides who gets GPUs

Here are the eight tenets for GPU allocation, according to the internal Amazon document:

  1. ROI + High Judgment thinking is required for GPU usage prioritization. GPUs are too valuable to be given out on a first-come, first-served basis. Instead, distribution should be determined based on ROI layered with common sense considerations, and provide for the long-term growth of the Company's free cash flow. Distribution can happen in bespoke infrastructure or in hours of a sharing/pooling tool.
  2. Continuously learn, assess, and improve: We solicit new ideas based on continuous review and are willing to improve our approach as we learn more.
  3. Avoid silo decisions: Avoid making decisions in isolation; instead, centralize the tracking of GPUs and GPU related initiatives in one place.
  4. Time is critical: Scalable tooling is a key to moving fast when making distribution decisions which, in turn, allows more time for innovation and learning from our experiences.
  5. Efficiency feeds innovation: Efficiency paves the way for innovation by encouraging optimal resource utilization, fostering collaboration and resource sharing.
  6. Embrace risk in the pursuit of innovation: Acceptable level of risk tolerance will allow to embrace the idea of 'failing fast' and maintain an environment conducive to Research and Development.
  7. Transparency and confidentiality: We encourage transparency around the GPU allocation methodology through education and updates on the wiki's while applying confidentiality around sensitive information on R&D and ROI sharable with only limited stakeholders. We celebrate wins and share lessons learned broadly.
  8. GPUs previously given to fleets may be recalled if other initiatives show more value. Having a GPU doesn't mean you'll get to keep it.

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'Project Greenland': How Amazon overcame a GPU crunch

22 April 2025 at 02:00
An Amazon branded microchip shrinking
Β 

Daniil Dubov/Getty, Tyler Le/BI

  • GPU shortages delayed projects in Amazon's retail division last year.
  • The company created a more efficient approval and monitoring process for internal GPU requests.
  • Amazon says it now has "ample" GPU capacity across the company.

Last year, Amazon's huge retail business had a big problem: It couldn't get enough AI chips to get crucial work done.

With projects getting delayed, the Western world's largest e-commerce operation launched a radical revamp of internal processes and technology to tackle the issue, according to a trove of Amazon documents obtained by Business Insider.

The initiative offers a rare inside look at how a tech giant balances internal demand for these GPU components with supply from Nvidia and other industry sources.

Early in 2024, the generative AI boom was in full swing, with thousands of companies vying for access to the infrastructure needed to apply this powerful new technology.

Inside Amazon, some employees went months without securing GPUs, leading to delays that disrupted timely project launches across the company's retail division, a sector that spans its e-commerce platform and expansive logistics operations, according to the internal documents.

In July, Amazon launched Project Greenland, a "centralized GPU capacity pool" to better manage and allocate its limited GPU supply. The company also tightened approval protocols for internal GPU use, the documents show.

"GPUs are too valuable to be given out on a first-come, first-served basis," one of the Amazon guidelines stated. "Instead, distribution should be determined based on ROI layered with common sense considerations, and provide for the long-term growth of the Company's free cash flow."

Two years into a global shortage, GPUs remain a scarce commodity β€”even for some of the largest AI companies. OpenAI CEO Sam Altman, for example, said in February that the ChatGPT-maker was "out of GPUs," following a new model launch. Nvidia, the dominant GPU provider, has said it will be supply-constrained this year.

However, Amazon's efforts to tackle this problem may be paying off. By December, internal forecasts suggested the crunch would ease this year, with chip availability expected to improve, the documents showed.

In an email to BI, an Amazon spokesperson said the company's retail arm, which sources GPUs through Amazon Web Services, now has full access to the AI processors.

"Amazon has ample GPU capacity to continue innovating for our retail business and other customers across the company," the spokesperson said. "AWS recognized early on that generative AI innovations are fueling rapid adoption of cloud computing services for all our customers, including Amazon, and we quickly evaluated our customers' growing GPU needs and took steps to deliver the capacity they need to drive innovation."

"Shovel-ready"

AWS Andy Jassy
Amazon CEO Andy Jassy

Amazon

Amazon now demands hard data and return-on-investment proof for every internal GPU request, according to the documents obtained by BI.

Initiatives are "prioritized and ranked" for GPU allocation based on several factors, including the completeness of data provided and the financial benefit per GPU. Projects must be "shovel-ready," or approved for development, and prove they are in a competitive "race to market." They also have to provide a timeline for when actual benefits will be realized.

One internal document from late 2024 stated that Amazon's retail unit planned to distribute GPUs to the "next highest priority initiatives" as more supply became available in the first quarter of 2025.

The broader priority for Amazon's retail business is to ensure its cloud infrastructure spending generates the "highest return on investment through revenue growth or cost-to-serve reduction," one of the documents added.

Amazon's new GPU "tenets"

Amazon's retail team codified its approach into official "tenets" β€” internal guidelines that individual teams or projects create for faster decision-making. The tenets emphasize strong ROI, selective approvals, and a push for speed and efficiency.

And if a greenlit project underdelivers, its GPUs can be pulled back.

Here are the 8 tenets for GPU allocation, according to one of the Amazon documents:

  1. ROl + High Judgment thinking is required for GPU usage prioritization. GPUs are too valuable to be given out on a first-come, first-served basis. Instead, distribution should be determined based on ROl layered with common sense considerations, and provide for the long-term growth of the Company's free cash flow. Distribution can happen in bespoke infrastructure or in hours of a sharing/pooling tool.
  2. Continuously learn, assess, and improve: We solicit new ideas based on continuous review and are willing to improve our approach as we learn more.
  3. Avoid silo decisions: Avoid making decisions in isolation; instead, centralize the tracking of GPUs and GPU related initiatives in one place.
  4. Time is critical: Scalable tooling is a key to moving fast when making distribution decisions which, in turn, allows more time for innovation and learning from our experiences.
  5. Efficiency feeds innovation: Efficiency paves the way for innovation by encouraging optimal resource utilization, fostering collaboration and resource sharing.
  6. Embrace risk in the pursuit of innovation: Acceptable level of risk tolerance will allow to embrace the idea of 'failing fast' and maintain an environment conducive to Research and Development.
  7. Transparency and confidentiality: We encourage transparency around the GPU allocation methodology through education and updates on the wiki's while applying confidentiality around sensitive information on R&D and ROI sharable with only limited stakeholders. We celebrate wins and share lessons learned broadly.
  8. GPUs previously given to fleets may be recalled if other initiatives show more value. Having a GPU doesn't mean you'll get to keep it.

Project Greenland

Matt Garman presenting onstage.
AWS CEO Matt Garman

Amazon

To address the complexity of managing GPU supply and demand, Amazon launched a new project called Greenland last year.

Greenland is described as a "centralized GPU orchestration platform to share GPU capacity across teams and maximize utilization," one of the documents said.

It can track GPU usage per initiative, share idle servers, and implement "clawbacks" to reallocate chips to more urgent projects, the documents explained. The system also offers a simplified networking setup and security updates, while alerting employees and leaders to projects with low GPU usage.

This year, Amazon employees are "mandated" to go through Greenland to obtain GPU capacity for "all future demands," and the company expects this to increase efficiency by "reducing idle capacity and optimizing cluster utilization," it added.

$1 billion investment in AI-related projects

Amazon's retail business is wasting no time putting its GPUs to work. One document listed more than 160 AI-powered initiatives, including the Rufus shopping assistant and Theia product image generator.

Other AI projects in the works include, per the document:

  • A vision-assisted package retrieval (VAPR) service that uses computer-vision technology to help drivers quickly identify and pick the correct packages from vans at delivery stops.
  • A service that automatically pulls in data from external websites to create consistent product information.
  • A new AI model that optimizes driver routing and package handling to reduce delivery times and improve efficiency.
  • An improved customer service agent that uses natural language to address customer return inquiries.
  • A service that automates seller fraud investigations and verifies document compliance.

Last year, Amazon estimated that AI investments by its retail business indirectly contributed $2.5 billion in operating profits, the documents showed. Those investments also resulted in approximately $670 million in variable cost savings.

It's unclear what the 2025 estimates are for those metrics. But Amazon plans to continue spending heavily on AI.

As of early this year, Amazon's retail arm anticipated about $1 billion in investments for GPU-powered AI projects. Overall, the retail division expects to spend around $5.7 billion on AWS cloud infrastructure in 2025, up from $4.5 billion in 2024, the internal documents show.

Improving capacity

Last year, Amazon's heavy slate of AI projects put pressure on its GPU supply.

Throughout the second half of 2024, Amazon's retail unit suffered a supply shortage of more than 1,000 P5 instances, AWS's cloud server that contains up to 8 Nvidia H100 GPUs, said one of the documents from December. The P5 shortage was expected to slightly improve by early this year, and turn to a surplus later in 2025, according to those December estimates.

Amazon's spokesperson told BI those estimates are now "outdated," and there's currently no GPU shortage.

AWS's in-house AI chip Trainium was also projected to satisfy the retail division's demand by the end of 2025, but "not sooner," one of the documents said.

Amazon's improving capacity aligns with Andy Jassy's remarks from February, when he said the GPU and server constraints would "relax" by the second half of this year.

But even with these efforts, there are signs that Amazon still worries about GPU supply.

A recent job listing from the Greenland team acknowledged that explosive growth in GPU demand has become this generation's defining challenge: "How do we get more GPU capacity?"

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Amazon tells employees to soften tariff pain for vendors — but there's a catch

10 April 2025 at 13:37
Amazon Warehouse
Amazon warehouse.

Shannon Stapleton/Reuters

  • Amazon will pay higher prices to some vendors to offset tariff impacts.
  • The move aims to prevent losing vendors due to tariffs on imports from China.
  • Amazon usually requires margin guarantees from vendors, potentially raising product prices.

Amazon is stepping in to help weather the tariff storm β€” only for some vendors.

Amazon will pay higher prices to its vendors on a "case-by-case basis" to "share the tariff impact," according to an internal document obtained by Business Insider.

That means Amazon will pay some of its wholesale vendors more than the previously agreed-upon prices for their products. By doing so, vendors can offset the increased cost of sourcing their products from countries hit by tariffs.

The change reflects the urgency Amazon is applying to deal with the onslaught of tariffs. The vast majority of vendors import their products from China, and President Donald Trump had said tariffs on goods from China would increase to 125%. The vendors said Amazon likely doesn't want to risk losing the products they sell.

These vendors wholesale their products to Amazon, which then resells them on its online marketplace. Vendors account for roughly 40% of the products sold on Amazon, while the other 60% come from third-party merchants.

"Amazon is not willing to suffer a mass exodus of vendors all at once," Matt Daubenspeck, director of Apothecary Products, told BI. "If customers cannot find what they want on Amazon, they may shop elsewhere."

Such price concessions are rarely available outside the normal price negotiation cycles and are only offered during extenuating circumstances, like the recent pandemic or a supply chain crisis, several vendors told BI.

The offer isn't available to every vendor, and in most cases, Amazon requires margin guarantees, they said.

Amazon's spokesperson declined to comment.

Guaranteed margins

The internal document didn't specify which vendors are subject to the new offering. It said Amazon is bulk-buying products at discounted prices and ordering some of the best-selling products from China ahead of time.

Several vendors said Amazon usually offers price concessions only if the vendor agrees to guaranteed margins. That means vendors have to pay Amazon an additional amount if their products fail to reach a fixed profit margin.

Corey Thomas, CEO of e-commerce agency AMZ Atlas, told BI that a number of his clients are already in talks with Amazon about the margin agreements. He cautioned against the vendors taking the margin agreements because it could backfire if Amazon decides to sell their products at a lower price and margin, which would put the vendor on the hook to make up for lost profits.

"Negotiate VERY carefully," Thomas wrote in a separate LinkedIn post.

Vendors expect the tariffs to raise product prices on Amazon across the board. If Amazon pays more to its vendors, that cost will likely increase the final sales price. Several third-party sellers previously told BI that they plan to raise prices on their products due to the tariffs.

Not for everyone

Amazon isn't extending the pricing increase to every vendor. Several vendors told BI their requests for a price change have been rejected recently.

In one email seen by BI, an Amazon employee told a vendor the company was "unable to accept" the price increase proposal and suggested exploring other cost-saving options. The email said the general manufacturing capacity in China is "currently underutilized," a factor that could lead to "potential cost reductions for suppliers." It also said alternative cost-cutting measures and Chinese government subsidies are available.

"Before passing increased costs to retail partners, we expect our vendors to thoroughly explore and implement all possible operational efficiencies and cost-reduction strategies," the email said.

Several vendors told BI that it's unclear what criteria Amazon follows before accepting price increase requests. It appears Amazon wants to keep the process opaque for now.

"Do not cite out internal policies" when rejecting a vendor's request, the internal document said.

Truist Securities managing director Youssef Squali wrote in a note on Thursday that he is lowering Amazon's growth estimates in part due to tariff-driven price hikes.

"While there are several currents and countercurrents hurting and benefiting Amazon at the same time, we believe the net net of this is an increase in prices virtually across the board and a likely slowdown in consumer spending, which will weigh on the company's growth for the rest of FY25 and FY26 and on margins," Squali wrote.

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'Volatility and uncertainty': Amazon employees, suppliers, and sellers tackle tariff fallout — with little help

4 April 2025 at 13:34
a woman pushing a hand truck in a warehouse
An Amazon warehouse

Luis Alvarez/Getty Images

  • Amazon faces uncertainty as tariffs disrupt forecasting and supply chain operations.
  • Amazon's suppliers and sellers say there has been very little guidance.
  • Amazon's stock was among the hardest hit on Thursday following Trump's tariff announcement.

The tariff mayhem is throwing Amazon into uncertain territory.

Forecasting, for example, has become nearly impossible for some teams. One of Amazon's largest supply chain units recently warned about the challenges of making its second-quarter projections due to tariffs, according to an internal email obtained by Business Insider.

The "volatility and uncertainty" from the new round of tariffs were simply too high to derive any meaningful numbers, the email said.

Amazon employees, alongside suppliers and sellers, are scrambling for answers as President Donald Trump's whipsaw trade policy roils the country's largest e-commerce retailer. On Thursday, Amazon was among the hardest-hit stocks when roughly $2.5 trillion was wiped out of the S&P500 Index over Trump's aggressive tariff plan.

Amazon has given little guidance or financial flexibility so far, according to multiple employees, suppliers, and sellers, who mostly spoke on the condition of anonymity because they were not authorized to talk to the press. Tension is intensifying as concerns of a prolonged trade war and potential recession loom.

Amazon's spokesperson didn't respond to a request for comment.

'Large risk'

The same email from Amazon's supply chain team said that the near-term impact of tariffs will ultimately be captured and reflected in a later forecast. But the exposure to tariffs and a global trade war is "a large risk" that can set back Amazon's retail business going forward, it added.

Some Amazon employees have been in direct contact with its suppliers, commonly known as first-party vendors. These companies sell their products wholesale to Amazon, which then resells them to shoppers.

These vendors said Amazon isn't willing to pay more for their products, even if the tariffs would increase the suppliers' costs. According to a March email seen by BI, an Amazon employee encourages vendors to seek further cost savings from their own manufacturers or through government subsidies.

"We understand the challenges posed by the current economic and trade environment," the email said. "However, we believe there are alternatives to direct cost increases that haven't been fully explored."

Amazon CEO Andy Jassy
Amazon CEO Andy Jassy

F. Carter Smith/Bloomberg via Getty Images; Chelsea Jia Feng/BI

Some vendors told BI that Amazon also seeks "margin agreements" that guarantee the same margin after a vendor increases its prices. That way, Amazon would maintain its profit margins from its suppliers, even if it buys the products at a higher price.

In some cases, Amazon is pausing shipment orders from vendors to monitor the market. One shipping company recently told a vendor that "as per Amazon's request," it was holding the pick-up schedule of inventory to "mitigate the impact" of tariffs, according to an email seen by BI.

Alan Adams, president of Navazon, a vendor software company, told BI that tariff discussions with Amazon employees have been ongoing for months. He said both Amazon and the suppliers are pursuing ways to adapt to the new market conditions, but the constant policy changes make finding a long-term solution difficult.

"We are all in a wait-and-see mode with a tremendous amount of uncertainty across different categories," Adams said.

Raising prices

Trump imposed sweeping tariff increases on most countries this week. The changes are expected to increase prices across a variety of goods.

Truist Securities' Youssef Squali said the tariffs will likely have an adverse effect on e-commerce companies, including Amazon. Import costs will likely eat into their margins, though it will still take time to fully measure their impact on each individual company, he wrote in a note Friday. Amazon's stock is down roughly 10% from Wednesday.

Third-party merchants who sell on Amazon told BI they will likely have to raise their prices due to the tariffs.

Charles Chakkalo, founder of JoeyzShopping, who sells home and kitchen items, said he anticipates over 50% tariffs on his products. To counter, he will have to raise prices, while leveraging his unit volume to lower manufacturing costs.

Oscar Babarin, managing director of marketing agency Hawke Media, said a number of his clients are feeling the impact deeply. Some of them are scaling back their business, while others are more aggressively pursuing market share, he said.

However, some sellers, are excited about the elimination of the de minimis exemption that allowed tax-free shipments of Chinese imports valued at less than $800, according to Oliver Scutt, board member of Merchant AI. Those sellers expect less competition from Temu and Shein following the change, he said.

Still, most sellers and vendors said they feel helpless against the complexity of trade policies. On Thursday, as the market plunged, one supplier emailed an Amazon manager to ask for additional guidance, only to receive very little support.

"Rest assured, we are looking into it," the Amazon manager said.

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Amazon's internal forecast suggests a $700 million financial gain from its AI shopping assistant Rufus

3 April 2025 at 10:06
Amazon's CEO Andy Jassy speaking at The New York Times' DealBook summit.
Amazon's CEO Andy Jassy

Thos Robinson via Getty Images

  • Amazon projects Rufus to indirectly contribute over $700 million in operating profits this year.
  • Rufus' product recommendations increase consumer spending on Amazon's marketplace.
  • Amazon plans to expand Rufus globally and enhance its AI model for better service.

Amazon has rosy projections for its Rufus AI shopping assistant.

According to an internal planning document obtained by Business Insider, Amazon expects Rufus to indirectly contribute over $700 million in operating profits this year.

The outlook is part of a metric called "downstream impact," an internal financial figure Amazon uses to measure a product or service's potential to generate additional consumer spending across Amazon's vast offerings.

For example, Rufus' product recommendations can lead to more purchases on Amazon's marketplace β€” and an increase in its DSI. Rufus, a free service that answers everything from product details to special promotions, generates no direct revenue.

Based on this metric, Rufus lost an estimated $285 million in 2024. By 2027, however, it is expected to reach $1.2 billion in DSI profit contributions, the document showed. The estimates, after operating costs and server payments, include the income from ads placed within Rufus' responses to user inquiries.

The bullish forecast may explain why Amazon is aggressively expanding Rufus and its other AI search offerings. Amazon's leadership previously told employees that such AI projects are "absolute" top priorities.

Rufus, which launched in February 2024, has received mixed reviews from early users, but Amazon continues to invest in this space. Just last week, Amazon unveiled another AI-powered shopping discovery app called Interests. Last year, the company disclosed that Rufus answered "tens of millions" of customer questions in its first six months of operation.

It also shows how Amazon justifies its investment in one of its flagship AI products, even as DSI has received more scrutiny lately.

Amazon's spokesperson declined to comment.

'Positive lift on downstream spending'

To be sure, Rufus' DSI forecast is small for Amazon, given the company's $68.6 billion in total operating income last year. But early results indicate Rufus has huge potential with more room to grow.

The document said initial results showed customers using Rufus had a "positive lift on downstream spending," and the impact only increased with more engagement.

Amazon has significant expansion plans for Rufus.

This year, Amazon expects $711.7 billion worth of products on its site to be eligible for Rufus' many features, like product recommendations and comparisons, up from $164 billion in 2024, according to the document. That number is expected to reach $849.8 billion in 2027.

Amazon also wants to roll out Rufus to at least 13 international marketplaces this year, the document said. Currently, Rufus is available in the US, the UK, and India, and a handful of European countries.

Amazon's Rufus AI shopping assistant
Amazon's Rufus AI shopping assistant

Amazon

The document said Amazon plans to fivefold the size of the AI model powering Rufus, internally called Shopping LLM, to improve the quality of its answers. The increased model parameters to Shopping LLM were also factored into DSI, but it is unclear when this will be implemented. With the planned improvement, Amazon hopes to launch a new service that leverages Rufus to provide a wider selection and "seamlessly purchase on behalf of the customer," it added.

Rufus is already becoming more prevalent across Amazon. In recent weeks, some Amazon sellers who used the Rufus app discovered an update that auto-pops up Rufus when they use trigger phrases like "how to" or "what is" in the search bar.

For some products, Rufus automatically launched with its own response before search results showed up. Amazon also started testing ad placements within Rufus' responses, Adweek reported in September.

'Personalize more'

Amazon isn't the only retailer with a homegrown AI shopping assistant. Others, like Walmart, Target, and Instacart, have launched their own AI-powered search apps in recent months.

These apps may still be in their infancy. A recent survey by e-commerce analytics firm Profitero showed that just 10% of US customers used a retailer's AI chat assistant when searching for products. By comparison, 37% of shoppers used the search bar on the retailer's websites or apps, and 29% used promotion and deal pages.

For Rufus, the other challenge is negative reviews.

Andrew Hamada, a former Amazon employee who now runs seller agency Reason Automation, wrote on Linkedin last month that Rufus misses basic catalog information and often gives inaccurate answers.

"In our experience, Rufus rarely works," he wrote.

There's also the question of DSI's true value.

Amazon's DSI is not the most scientific metric, and several Amazon employees who spoke on the condition of anonymity because they were not authorized to speak to the press, have raised questions about the fuzzy math behind the numbers.

For instance, it was never clear whether Prime Video or Amazon's shipping team should claim more DSI for the Prime membership revenue, which offers both services as a perk, one of the people said. Recently, Amazon has been deemphasizing Alexa's DSI metric, the Wall Street Journal previously reported.

Still, Amazon's retail CEO Doug Herrington remains a strong supporter of Rufus. During an internal all-hands meeting earlier this year, Herrington said AI-driven "personalization" is a major focus area for Amazon, mentioning Rufus and other search features as examples.

"AI is really allowing us to personalize more and more of the shopping experience on Amazon," Herrington said.

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Adobe's HR chief tells staff: We're done with DEI hiring goals

1 April 2025 at 10:01
Gloria Chen, Chief People Officer at Adobe
Adobe's human resources chief, Gloria Chen.

Courtesy of Gloria Chen

  • Adobe is moving away from its diversity hiring targets.
  • It had set goals in 2020 to increase minority representation in leadership positions.
  • Adobe joins firms like Google and Meta in reducing diversity, equity, and inclusion efforts.

Another tech giant β€” Adobe β€” is scaling back its diversity hiring goals.

At an internal all-hands meeting on Monday, Adobe's chief people officer, Gloria Chen, said Adobe would no longer have diversity, equity, and inclusion hiring targets, internally dubbed "Aspirational Goals," according to a recording of the meeting obtained by Business Insider.

These goals were set in 2020 to "increase global diversity and inclusion" at leadership levels, Adobe's company blog said. The goals included increasing female leadership representation to 30% globally, doubling underrepresented minorities in leadership roles, and doubling Black representation as a percentage of US employees by 2025.

"We will discontinue the practice of setting aspirational representation goals while continuing our focus on fair and consistent hiring practices," Chen said, adding Adobe had never actually hired based on such quotas.

Adobe is the latest in a long list of companies, including Google, Meta, McDonald's, and Deloitte, to reduce its DEI initiatives. The change follows executive orders issued by President Donald Trump in January aimed at ending DEI programs within the federal government and its contractors.

In an email to BI, Adobe's spokesperson said, "We've always believed in and remain committed to Adobe for All, which is our belief in creating a company culture where all employees are empowered to make an impact. While some programs and policies are changing, our values are not."

'Need more transparency'

During Monday's meeting, Chen said executive orders could be "complex" to interpret and Adobe was "evaluating" many internal programs, activities, and practices to ensure the company complied with them.

Chen added that Adobe didn't believe the DEI pullback applied to countries outside the US for now. As of November, Adobe had a little over 30,000 employees worldwide, 50% of which were in the US, according to a company filing.

Adobe also removed all diversity mentions in its latest proxy statement, a change first spotted by Michelle Leder, the founder of Footnoted, a site that analyzes Securities and Exchange Commission filings. Adobe mentioned diversity 22 times in the previous year's proxy. This year's proxy also deleted a chart on director diversity.

Some Adobe employees shared their frustration in an internal Slack channel, according to screenshots seen by BI. One employee said Adobe's unique culture of embracing different perspectives, called Adobe for All, now seems "lost." Another said it was "heartbreaking" and asked for additional guidance from the leadership team.

"I think we all need more transparency around this issue," one of the people said.

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Amazon CEO Andy Jassy criticizes manager fiefdoms and stresses the need for 'meritocracy' in a leaked recording

21 March 2025 at 12:46
Amazon CEO Andy Jassy
Amazon CEO Andy Jassy

Amazon

  • Amazon CEO Andy Jassy wants to reduce management layers and bureaucracy.
  • He told employees that building a giant team and fiefdom wouldn't help them get promoted.
  • He also encouraged staff to act like owners and stay aware of industry competition.

Amazon CEO Andy Jassy really wants to reduce management layers.

During a recent internal all-hands meeting, Jassy reiterated his commitment to de-layering, a move he thinks will cut bureaucracy. Amazon previously announced a plan to increase the ratio of individual contributors to managers by 15% by the end of March.

At the Tuesday meeting, the CEO said Amazon is actively changing how it thinks about promotions. He stressed the best leaders are those who "get the most done with the least amount of resources required to do the job," according to a recording of the meeting obtained by Business Insider.

Jassy added that "every new project shouldn't take 50 or more people to do it," and reminded employees that some of AWS's most successful products initially started with teams of about a dozen.

"The way to get ahead at Amazon is not to go accumulate a giant team and fiefdom," Jassy said. "There's no award for having a big team. We want to be scrappy about us to do a lot more things."

Jassy's comments were in response to a question about his intention to run Amazon like "the world's largest startup." In addition to the manager shake-up, Jassy underscored the need to build a culture of speed and meritocracy.

Amazon hasn't shared how exactly it is reducing management layers. Some managers were told to increase their number of direct reports, make fewer senior hires, and cut pay for certain employees, BI previously reported.

In an email to BI, an Amazon spokesperson said the company has now completed this process, which impacted a "relatively small subset of employees." The spokesperson added that Amazon combined teams and moved managers to individual contributor roles to reach its goal, and this "did not equate to eliminating 15% of manager roles."

"In September 2024, we shared with employees that we set a goal to increase the ratio of individual contributors to managers by 15% across our organizations because it was the right time to bring us closer to customers and reinforce our culture of ownership. There are a number of ways to achieve that increase. We've now reached that goal, which we believe will allow our teams to move even faster as they innovate for customers," the spokesperson said.

Meritocracy over bureaucracy

In September, Amazon also created a "No Bureaucracy" email alias, where employees could report unnecessary processes that needed to be fixed.

Jassy said during the Tuesday meeting that he's read every single one of the over a thousand emails he's received so far and that the company has made more than 375 changes as a result.

"We are, as a team, committed to getting rid of the bureaucracy," Jassy said.

When companies grow, it's natural to put more processes in place, Jassy added. But companies often make the mistake of focusing too much on adding more people and managing them versus improving the customer experience, he said.

"It's not how charismatic you are. It's not whether you're really good at managing up or managing sideways," he said. "What matters is what we actually get done for customers. That is what we reward. It's a meritocracy."

'It is your company'

Jassy also urged employees to "move fast and act like owners."

He said big companies tend to become slow and indecisive. This is a particularly big risk for Amazon, given the intense competition it faces. Competitors include the "most technically able, most hungry" companies in the world, including startups "working seven days a week, 15 hours a day," he said.

"One of the strengths of Amazon over the first 29 years is that we've hired really smart, motivated, inventive, ambitious people who have been great owners," Jassy said. "What would I do if this was my company? And by the way, it is your company. This is all of our company."

Another point Jassy made during the meeting was to be "hyper-aware" of what's going around Amazon. That means keeping track of not just Amazon's own goals, but other technology and companies that can be inspiring, he said.

"Great companies, startups who have that real missionary zeal and succeed are always looking around," Jassy said. "When you're inventing, you need that blind faith that you're building something maybe others haven't thought of, but you got to keep checking in to make sure it's the best solution available for people."

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Amazon employees are warning customers about DeepSeek privacy concerns — and pushing Amazon's own AI instead

17 March 2025 at 02:00
Person working on two computers with the amazon logo on one computer and the deep seek logo on the other and papers flying in the air around him
Β 

Amazon; DeepSeek; Getty Images; Ava Horton/BI

  • Amazon quickly integrated DeepSeek AI models into Bedrock due to high demand in January.
  • Amazon wants to promote its products as faster and more secure alternatives to DeepSeek.
  • The cloud giant warns employees not to share confidential information with DeepSeek.

In late January, as DeepSeek sent shockwaves through the tech industry, Amazon saw a huge spike in companies requesting access to the Chinese AI model on its development tool Bedrock.

Amazon swiftly added DeepSeek to Bedrock. Some employees who spoke to Business Insider felt the approval process was unusually fast. Amazon's CEO Andy Jassy later told investors the company moved quickly to meet customer demand.

DeepSeek's sudden rise has spurred swift reactions inside Amazon. The repercussions have been felt across product updates, sales pitches, and development efforts, according to internal documents seen by BI and people familiar with the matter.

The responses show how fast-moving AI discoveries can whipsaw even the biggest and smartest technology companies. Amazon rivals, including OpenAI, Google, Meta, and Microsoft have also been forced to respond to the DeepSeek impact.

An Amazon spokesperson said the company's strategy has always focused on providing secure access to the latest models through AWS, giving customers control over their data to customize and build generative AI applications.

"Delivering DeepSeek models is an example of that," the spokesperson added in a statement to BI. "We're extremely pleased with the feedback that we've received from the thousands of customers who have already deployed DeepSeek on AWS."

'Privacy concerns'

DeepSeek's AI models upended the tech world in January with their powerful performance and low cost. Tech stocks plunged as investors questioned US tech companies' massive spending on computing products.

For now, Amazon continues to add DeepSeek-related features. Earlier this week, the cloud giant made it easier to use DeepSeek's reasoning model on Bedrock, offering a "fully managed" service with built-in security and monitoring features. Amazon Web Services CEO Matt Garman wrote on LinkedIn that there's been "incredible demand" for DeepSeek.

AWS CEO Matt Garman
AWS CEO Matt Garman

Noah Berger/Noah Berger

It's not just the Bedrock team scurrying to make changes. One person said that DeepSeek has sparked many new discussions across Amazon.

One particular topic has been how Amazon should position itself against DeepSeek.

AWS has encouraged employees to highlight privacy and security concerns around DeepSeek when they speak to customers, according to internal guidelines seen by BI. They should remind customers of the importance of "model choice" and pitch AWS's Nova AI models as an alternative, the document added.

The guidelines also suggest promoting Bedrock, which AWS says provides a more secure and private method of accessing AI models. With Bedrock, customer data is not shared with model providers or used to improve base models. Amazon expects most customers to use open-source versions of DeepSeek models, not those directly offered by the Chinese company, it added.

"DeepSeek's privacy policy states they collect user data and may store them on servers in China," the guidelines said. "We are aware of the privacy concerns on DeepSeek models."

Nova is faster and safer

AWS has also told employees to leverage DeepSeek's shortcomings when selling Nova.

The guidelines say Nova models are faster than DeepSeek's models, based on third-party benchmark data, and more secure given AWS's more robust "responsible AI" standards.

Nova is more comparable to DeepSeek's V3 model than the R1 reasoning model and they serve different needs, the guideline also stated. However, the V3 is a "text-only model," while Nova supports image and video understanding, the document emphasized.

AWS is now working on its own reasoning model that would directly compete with DeepSeek's R1, BI previously reported. While AWS has been developing the new model for months, DeepSeek's recent emergence added more pressure to expedite its progress, one of the people familiar with the matter said.

Efforts to study DeepSeek's technology are in the works at Amazon, and AWS wants to apply some of the training techniques DeepSeek used in its new reasoning model, some of the people added.

Amazon CEO Andy Jassy
Amazon CEO Andy Jassy

Noah Berger/Noah Berger

During last month's earnings call, Jassy said Amazon was "impressed" with a lot of DeepSeek's training methodologies. Those include "flipping the sequencing of reinforcement training" and some of its "inference optimizations," Jassy explained.

"For those of us who are building frontier models, we're all working on the same types of things and we're all learning from one another. I think you have seen and will continue to see a lot of leapfrogging between us," he said.

'Deepseek-interest' channel

On the day DeepSeek roiled the stock market in late January, Amazon employees created an internal Slack channel called "Deepseek-interest," according to a screenshot seen by BI. More than 1,300 employees joined the channel in just a few days.

One person wrote on this Slack channel that he was "surprised" there wasn't much pushback against DeepSeek given its China origin and "security concerns." Another person asked for Neuron, AWS's in-house chip development platform, to support DeepSeek models. A third person wrote about a customer complaint over errors they saw while using DeepSeek on Bedrock.

Amazon also held an internal DeepSeek learning session in late January, according to one of the Slack messages. The event covered AWS's messaging, positioning, and key differentiators versus DeepSeek.

Moving on from DeepSeek

Meanwhile, Amazon now discourages employees from using DeepSeek on their work computers, according to several people familiar with the matter. Staff now get a warning to not share confidential information with DeepSeek's app, the same message they see when using ChatGPT at work.

Perhaps in a sign of how fast things change in AI, some Amazon employees already seem to be moving on from DeepSeek to other Chinese AI offerings.

One person wrote in the internal Slack channel that AWS should start considering other China-based models, like Alibaba's Qwen.

"DeepSeek is already the past day," this person wrote. "When do we have Qwen2.5-Max?"

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Amazon VP who oversaw flagship AI product is leaving after a big shake-up

10 March 2025 at 11:00
AWS logo
An AWS office

Amazon

  • Amazon's VP of AI/ML services is leaving after a major reorg.
  • The exec ran several teams, including AWS's flagship AI product Bedrock.
  • AWS recently created a new Agentic AI team under VP Swami Sivasubramanian.

The VP in charge of Amazon's flagship AI product Bedrock is stepping down a year after joining the company.

Baskar Sridharan, Amazon Web Services's VP of AI/ML services and Data Services & Infrastructure, plans to leave following a recent reorganization that consolidated several teams within the cloud business, according to people familiar with the matter. An Amazon spokesperson declined to comment.

Sridharan oversaw the strategic direction and development of AWS's biggest AI products, including Bedrock and Sagemaker, according to a company profile. Bedrock is a development tool that gives access to multiple models and has served as AWS's main horse in the AI race. Sridharan joined AWS in May, after working at Google Cloud and Microsoft for more than 20 years.

Sridharan's departure is part of a big shake-up that created a new Agentic AI team last week within AWS. Swami Sivasubramanian, VP of AI and data, was promoted to lead the team and now reports directly to AWS CEO Matt Garman, according to an internal email seen by Business Insider. Sridharan reported to Sivasubramanian.

As part of this change, the Bedrock and Sagemaker AI organizations will move under the AWS compute team led by VP Dave Brown, according to another internal email seen by BI. Prasad Kalyanaraman, VP of AWS infrastructure services, will take over several networking teams, and VP of technology Mai-Lan Tomsen Bukovec will add some of the data service units. Amazon's Q chatbot teams will join the new Agentic AI group.

Sridharan is part of several recent high-profile departures at AWS. Former AWS CEO Adam Selipsky, CMO Raejeanne Skillern, CFO Richard Puccio, and AI VP Matt Wood left the company last year.

Amazon faces fierce competition in the AI space, with companies ranging from Google to OpenAI all vying for supremacy. In one of the emails, Garman said the new Agentic AI team has the potential to build Amazon's "next multi-billion-dollar business."

"We're in the midst of the most significant technological transformation since the inception of cloud computing, and our customers are seeing unprecedented productivity gains through generative AI," Garman wrote.

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'BS and hype': Amazon execs cast doubt on Microsoft's quantum-computing claims in private discussions

7 March 2025 at 02:00
Amazon CEO Andy Jassy
Amazon CEO Andy Jassy

Amazon

  • Amazon executives are skeptical about Microsoft's quantum computing breakthrough claims.
  • One Amazon exec called it "next level (in BS and hype)."
  • Recent quantum announcements by tech giants may be more hype than substance, other experts suggest.

Microsoft claimed a major quantum computing breakthrough last month. Amazon executives aren't buying it.

On February 19, Microsoft unveiled a new quantum processor called Majorana 1. The company said the chip uses a new type of architecture that could allow quantum computers to store way more data and perform much more complex calculations.

On the same day, Simone Severini, Amazon's head of quantum technologies, emailed CEO Andy Jassy casting doubt on Microsoft's claims, according to a copy of the email obtained by Business Insider.

Severini wrote that Microsoft's underlying scientific paper, released in Nature, "doesn't actually demonstrate" the claimed achievement and only showed that the new chip "could potentially enable future experiments."

He also noted that Microsoft has a checkered history of "several retracted papers due to scientific misconduct" in the quantum computing space, adding that some of the company's earlier research had to be withdrawn. The email was also shared with several other executives, including Amazon Web Services CEO Matt Garman and SVP James Hamilton.

"This seems to be a meaningful technical advancement, but it's far different from the breakthrough being portrayed in the media coverage," Severini wrote in the email.

It's also far from clear that Microsoft's architecture, which uses "topological qubits," will provide "any real performance benefit," he added.

AWS head of quantum technologies Simone Severini
AWS head of quantum technologies Simone Severini

Amazon

'Next level (in BS and hype)'

In internal Slack messages, seen by BI, Amazon execs and employees were more vocal about their frustration with Microsoft's claims.

Oskar Painter, Amazon's head of quantum hardware, stressed the need to "push back on BS statements like S. Nadella's," likely in reference to the Microsoft CEO Satya Nadella's social media post proclaiming major advancements with the Majorana chip.

Painter, who also teaches at Caltech, said he has more positive views of Google and IBM's quantum-computing efforts. Microsoft, on the other hand, is "next level (in BS and hype)," he wrote in an internal Slack message seen by BI.

One Amazon employee joked about receiving texts from friends asking if this would "change the world," while another poked fun at tech companies using grandiose statements to promote their quantum efforts.

"Seems as if Google, IBM and Microsoft's marketing teams are making faster progress than their hardware R&D teams," this person wrote in Slack.

'Insignificant' compared to what is needed

Tech companies have been working on quantum computing for years. The hope is to one day create machines that enable significant strides in areas like drug discovery or chemical compound creation. In recent months, Amazon and Google have also unveiled new quantum chips.

But their efforts to outduel each other could generate more hype than substance, according to industry experts.

Arka Majumdar, a computer engineering professor at the University of Washington, told BI that Microsoft's technological achievements are impressive but "insignificant" compared to what is needed to create a useful quantum computer. He added Microsoft's claims appear "sensational" and "overhyped," given they haven't reached meaningful scale.

Scott Aaronson, a renowned quantum computing researcher and computer science professor at the University of Texas at Austin, pointed out in a blog post that Microsoft's claim to have created a topological qubit "has not yet been accepted by peer review."

The peer review file of Microsoft's Nature report states that the "results in this manuscript do not represent evidence for the presence of Majorana zero modes in the reported devices," and the work is intended to introduce an architecture that "might enable fusion experiments using future Majorana zero modes."

In an email to BI, a Microsoft spokesperson said the Nature paper was published a year after its submission, and the company has made "tremendous progress" in that time. Microsoft plans to share additional data "in the coming weeks and months," the spokesperson added.

"Discourse and skepticism are all part of the scientific process," Microsoft's spokesperson said. "That is why we are dedicated to the continued open publication of our research, so that everyone can build on what others have discovered and learned."

Quantum timelines

Amazon and Microsoft also have differing views on the expected timeline for practical quantum usage.

Microsoft's spokesperson told BI, "Utility-scale quantum computers are just years away, not decades." Amazon's spokesperson, however, expects another couple of decades before mainstream adoption.

"While quantum computers may not be commercially viable for 10-20 years, bringing quantum computing to fruition is going to take an extraordinary effort, including sustained interest and investment across the industry starting now," Amazon's spokesperson told BI.

Chris Ballance, CEO of quantum-computing startup Oxford Ionics, told BI that Amazon's recent quantum chip announcement was equally vague with little substance. Other industry experts previously told BI that they were unsure if the technology has advanced as far as these companies claim.

Still, Ballance said the recent array of quantum news is a "good sign" for the industry, which is still in its "very early days."

"It shows that people are waking up to the value of quantum computing and the need to address it in their roadmaps," Ballance said.

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Amazon is working on a new 'reasoning' AI model that competes with OpenAI and Anthropic

4 March 2025 at 02:00
AWS VP Ruba Borno (left) and CEO Matt Garman
AWS VP Ruba Borno (left) and CEO Matt Garman

Amazon

  • Amazon plans to launch a new AI model with advanced reasoning capabilities.
  • The model aims to offer hybrid reasoning, a mix of quick answers and more complex thinking.
  • Amazon is prioritizing cost efficiency and external benchmark performance.

Amazon is building its own AI model that incorporates advanced "reasoning" capabilities, Business Insider has learned.

The offering is tentatively scheduled to launch by June under the Nova brand, a group of generative AI models Amazon unveiled late last year, according to a person directly involved in the project. This person asked not to be identified because they were not authorized to speak with the media.

Amazon wants the new model to take a "hybrid reasoning" approach that provides quick answers and more complex extended thinking within a single system, this person added. An Amazon spokesperson didn't respond to a request for comment.

Reasoning models have recently become the next frontier in AI. They often work more slowly but can also tackle tougher problems by trying multiple solutions and backtracking via chain-of-thought techniques. Companies including Google, OpenAI, and Anthropic have released their own reasoning models recently, while DeepSeek drew a lot of attention for building a similar offering more efficiently.

One of Amazon's priorities is to make its Nova reasoning model more price-efficient than competitors, which include OpenAI's o1, Anthropic's Claude 3.7 Sonnet, and Google's Gemini 2.0 Flash Thinking, according to the person involved in the project.

Amazon previously said that its existing in-house Nova models are at least 75% cheaper than third-party models available via its Bedrock AI development platform.

Another goal is to get it Amazon's upcoming reasoning model ranked in the top 5 for performance, based on external benchmarks that evaluate software development and math skills, such as the SWE, Berkeley Function Calling Leaderboard, and AIME, among others, this person added.

The move reflects Amazon's commitment to invest in its own family of AI models, even as it preaches the need to offer a variety of model choices through Bedrock. Amazon's AGI team, run by head scientist Rohit Prasad, has been working on this new model.

It also puts Amazon in more direct competition with Anthropic, the AI startup that just launched its newest model. Claude 3.7 Sonnet uses a similar hybrid approach, combining quick answers and longer chain-of-thought outputs.

Amazon has invested $8 billion in Anthropic so far, and the two companies have been close partners, collaborating in areas including AI chips and cloud computing.

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How Amazon used Oreos and dog toys to develop an army of robots to grab what you buy

28 February 2025 at 02:00
A mechanical robot arm in action.

Amazon

  • Amazon invests billions of dollars in robots to boost e-commerce efficiency and profitability.
  • Back in 2015, the Amazon Picking Challenge tried to spur more research into warehouse automation.
  • The competition inspired some of the company's most advanced robots, including Sparrow and Robin.

Amazon is investing billions of dollars in robots to make its e-commerce business more efficient and profitable. This huge initiative started out a lot smaller.

A decade ago, the company launched a competition for university engineering teams called the Amazon Picking Challenge. It called on researchers to design robots for a common warehouse task: Grabbing products from a shelf and putting them in a box.

As a tech reporter, this quirky project intrigued me. At the time in early 2015, Google was testing self-driving cars, a technology that emerged from a similar academic competition known as the DARPA Grand Challenge. What if Amazon was trying to replicate this magic, but with robots rather than automobiles?

Researchers examine a robot during an Amazon contest
Researchers examine a robot during an Amazon contest

Amazon

Then, a funny thing happened. The Amazon Picking Challenge faded away. It was renamed and only lasted a few years. I chalked this up to another bad call and moved on.

I only thought about this challenge again late last year. That's when Amazon unveiled a next-generation warehouse in Louisiana that has 10 times more robots moving products around and, yes, picking them up with dexterity. The facility processes orders 25% faster and 25% more efficiently, and it will likely be the future of the company's e-commerce operation.

A picking robot at work during an Amazon robotics contest
A picking robot at work during an Amazon robotics contest

Amazon

Ten years after the Amazon Picking Challenge, the fruits of this nerdy competition have finally emerged. It follows an uncannily similar timeline to the DARPA Grand Challenge, which started in 2004 and resulted in Google's driverless cars hitting the road roughly a decade later.

So, with the help of Business Insider reporter Eugene Kim, I investigated how Amazon's huge new fleet of picking robots came to be, and how this competition laid the foundation for a new wave of automation that's about to crash over the warehouse and logistics industry.

From pallets to picking

Amazon Kiva robots
Amazon's Kiva robots

YouTube/Businesswire

It started with an acquisition. In 2012, Amazon paid $775 million for Kiva Systems, which designed flat robots that zip around warehouse floors.Β 

This helped move pallets of goods around, but humans still needed to pick items. Getting a robot to spot the correct product in a box, then grab it just hard enough to pick it up, but not damage it β€” that's incredibly difficult.

This is where the Amazon Picking Challenge came in. Instead of hacking away at this problem itself, the company wanted to focus the broader academic community on the task.

The risk was that any valuable inventions would be out in the public sphere, and Amazon might not directly benefit from them. But the potential gains were much bigger, according to executives and roboticists.

Brad Porter, founder and CEO of Cobot, stands by one of the company's robots.
Brad Porter, founder and CEO of Cobot, stands by one of the startup's robots.

Cobot

"Amazon doesn't compete with robotics companies," said former Amazon Robotics chief Brad Porter, who runs robotics startup Cobot now. "When facing an unsolved research problem in robotics AI like bin picking, Amazon benefits if anyone solves that problem as long as Amazon can get access to the technology to improve their operations."

"The challenge Amazon was trying to solve was how to motivate researchers to focus on this problem," Porter added. "The Picking Challenge very much succeeded in doing that."

Oreos, Sharpies, and dog toys

The first competition took place over two days in late May 2015 in Seattle, with more than 25 teams from colleges including MIT, Duke, Rutgers, and Georgia Tech.

The contestants had to design a robot that could pick products from a typical shelf found on a Kiva Systems warehouse pod, and then put those items into containers. The picker had to be fully autonomous, and each robot was given 20 minutes to pick 12 target items from the shelves. Contestants had to open-source their creations.

Companies, including ABB, Fanuc, and Rethink Robotics, founded by industry pioneer Rodney Brooks, provided hardware for contestants to repurpose and tinker with.

The products were a preselected set of 25 items commonly sold on Amazon.com, including packs of Oreo cookies, boxes of Sharpie pens, and dog toys.

The products selected for Amazon's robotic Picking Challenge in 2015.
The products selected for Amazon's robotic Picking Challenge in 2015.

Source: The "Analysis and Observations from the First Amazon Picking Challenge" research paper.

Some were easier to pick. There were simple cuboids, like a box of coffee stirrers or a whiteboard eraser. Others were trickier. For instance, a box of Cheez-Its could not be removed from the bin without first tilting it, adding another complex step for the robots. Smaller items, such as an individual spark plug, were more difficult to detect and properly grasp.

Vacuum arms and 'catastrophic failure'

Among all 26 teams, a total of 36 correct items were picked, versus seven incorrect items. Another four products were dropped by robots in the competition.

About half of the teams scored zero points, and two teams couldn't get their robots working well enough to even attempt the challenge, according to a research paper analyzing the results.

An MIT-designed robot takes part in an Amazon contest
An MIT-designed robot takes part in an Amazon contest

Amazon

Problems ranged from the highly technical to the mundane. Some of the same items came packed differently, which made them even more difficult to pick. One team's machine had aΒ vacuum hose that got accidentally wound around the robotic arm.

With each system having hundreds of components, the failure of any one of these could lead to "catastrophic failure of the overall system β€” as witnessed during the competition," the researchers wrote.Β 

Researchers competing during the Amazon Picking Challenge
Researchers competing during the Amazon Picking Challenge

Amazon

The main finding from this first Amazon Picking Challenge was that human warehouse workers were a lot better than machines at picking products.

"A human is capable of performing a more complex version of the same task at a rate of ∼400 sorts/hour with minimal errors," the researchers wrote. "While the best robot in the APC achieved a rate of ∼30 sorts/hour with a 16% failure rate."

But the conclusion was hopeful, too: The contest showed that robotics could substantially increase warehouse automation and order fulfillment in the near future.

The competition was renamed the following year as the Amazon Robotics Challenge, and the tasks evolved to be more complex.

Suction and other benefits

Tye Brady, chief technologist at Amazon Robotics
Tye Brady, chief technologist at Amazon Robotics

Amazon

Tye Brady, chief technologist at Amazon Robotics, was involved in those later Amazon Robotics Challenges.Β 

In a recent interview with Business Insider, he said research on robotic manipulation exploded from 2016 through 2018, with many institutions publishing their results and insights. This helped spread valuable knowledge across the industry, speeding up progress.Β 

AtΒ least two professors started graduate-level classes related to Amazon's challenge, and these programs are still churning out experts with valuable practical applied knowledge in robotics, Brady explained.Β 

"When you get a whole bunch of smart people together in a room and think about focused problems, some great things are going to happen, and that's really what happened," he said.Β "It inspired a lot of the work that we have today that we see in, for example, our Sparrow and Robin manipulation systems that are real-world products delivering packages inside of our fulfillment centers."

Amazon's robotic arm Robin operating in a fulfillment center
Amazon's Robin robot

Amazon

In that first competition in 2015, some robotics teams used grippers that mimicked the way a human hand picks things up. Other teams tried suction instead, with some researchers even strapping off-the-shelf vacuum cleaners to their robots.

Gripping proved more problematic because the robots didn't receive enough information to know when to release or add pressure at the right times. This could result in squashed or crushed products or dropped items.

Sucking the items up so they stuck to the end of robot arms was a more successful approach.

"The idea of high flow suction was novel. Bring your favorite vacuum cleaner and start picking up objects. That was kind of clever," Brady said. "This idea, we used suction inside of our Robin and our Sparrow arms. It's very good."

The boss has noticed

Amazon unveiled Robin, its first robotic arm, in 2021. This machineΒ picks up packages from conveyor belts and places them on other mobile robots called Pegasus.

Sparrow followed in 2023. ThisΒ was Amazon's first robotic arm to handle individual items rather than packages. It uses computer vision and AI to pick more than 200 million different items from containers and place them into totes.

Amazon's robotic arm Sparrow lifts up items in fulfillment center
Amazon's Sparrow robotic arm picking products inside a warehouse

Amazon

Amazon CEO Andy Jassy has taken notice. At the AWS re:Invent conference in December, he should have been talking about cloud computing. But he took time away from that subject to wax lyrical about Sparrow.Β 

"It has to discern which item is which. It has to know how to grasp that item, given the size of it and the materials and the flexibility of that material. And then it has to know where in the receiving bin it can put it," Jassy said. "These are all inventions that are critical to us changing the processing time and the cost to serve our customers."

Wall Street has noticed, too. Morgan Stanley recently estimated that Amazon's warehouse robots could save the company as much as $10 billion a year.

"The big story is we're just getting started," said Brady.

Read the original article on Business Insider

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