Amazon (NASDAQ:AMZN) scales back Nova models as $200 billion AI investment put to test

Amazon (NASDAQ:AMZN) scales back Nova models as $200 billion AI investment put to test

NEW YORK, July 30, 2026, 04:20 EDT

  • Amazon is said to be phasing out Nova Premier, Omni, Reel, and Canvas, according to reports.
  • Cash capital expenditures surged 78% in the first quarter, while trailing free cash flow dropped 95%.
  • Second-quarter earnings will be released following Thursday’s market close. The consensus numbers listed below are initial estimates.

Amazon.com is said to be discontinuing most of its main Nova artificial-intelligence models. Resources, including engineers and computing power, are being shifted to a frontier-model team headed by Pieter Abbeel.

The shift is significant as Amazon’s capital requirements are increasing more quickly than its ability to generate cash. Its 2026 capital blueprint totals $200 billion, representing approximately 135% of its most recent trailing operating cash flow.

Chief Executive Andy Jassy has justified the scale. “We expect to invest about $200 billion in capital expenditures across Amazon in 2026,” he stated in February. SEC

The investor takeaway is not a step back from AI. Instead, it reflects a focus on a narrower set of initiatives. With fewer simultaneous projects, additional computing power could be directed towards advanced research and supporting AWS operations.

Amazon’s core source of AI income goes beyond just its own models. According to AWS, its AI revenue run rate surpassed $15 billion in the first quarter. Bedrock is utilized by over 100,000 businesses, with the majority of inference processed on Amazon’s Trainium chips.

The disclosed portfolio breakdown indicates Amazon’s areas of reduction. The last column reflects an investor’s estimation.

Amazon AI effortReported positionCapital-allocation signal
Nova Premier and OmniPhasing out; maintenance ongoingReduced focus on advanced models
Nova Reel and CanvasPhasing out; maintenance ongoingLess emphasis on niche video and image pipelines
Nova 2 Lite, Nova 2 Sonic, Forge and ActMaintained or continuedSecures channels for production and customization
Frontier Model ResearchLead initiative; flagship release expected at re:InventPools talent and computational resources

Amazon has not disclosed the roadmap for specific products. The company stated its offerings change in response to customer interest and support continues for current users. “AI models remain one of the most important things we’re working on, and that hasn’t changed,” a spokesperson said. Reuters

Amazon’s AGI division has undergone a restructuring after unreported layoffs. Ex-AGI head Rohit Prasad exited in December. The lab’s head, David Luan, left the company in February. Peter DeSantis is now responsible for models, silicon, and quantum computing.

The figures demonstrate the necessity for greater focus. Percentage differences shown are derived from Amazon’s reports.

Stock chart for NASDAQ:AMZN
MetricQ1 2025 or TTM March 2025Q1 2026 or TTM March 2026Change
Spending on cash capital$24.3 billion$43.2 billion+77.8%
Trailing free cash flow$25.9 billion$1.2 billion-95.4%
AWS revenue$29.27 billion$37.59 billion+28.4%
AWS operating profit$11.55 billion$14.16 billion+22.6%
AWS operating margin39.5%37.7%-1.8 percentage points

AWS maintained strong growth, with revenue increasing at a faster rate than operating income. Technology and infrastructure costs climbed 29%, continuing to weigh on margins.

Another limitation comes from funding expenses. Amazon’s $25 billion bond issue in July attracted coverage of around 1.6 times, compared to 3.4 times in March. “We’re making these very large investments with the bet that we have return on invested capital,” said Colby Stilson of Brown Advisory. Reuters

The upcoming test will be Thursday following the close of the market. Amazon’s earnings call is scheduled to start at 5 p.m. EDT. Early consensus forecasts indicate quicker AWS growth and a slight increase in margins compared to a year ago.

Q2 measureQ2 2025 actualQ2 2026 preliminary consensusImplied change
Net sales$167.7 billionAbout $197.0 billionAbout +17.5%
Diluted earnings per share$1.68About $1.81About +8%
AWS sales$30.9 billionAbout $40.54 billionAbout +31%
AWS operating margin33.0%About 33.8%+0.8 percentage point

Nasdaq markets were shut when this report was filed. Amazon shares dropped 6.1% in the week that ended July 24. The stock declined an additional 2.4% by Wednesday, finishing July 29 at $226.65.

The initial judgment comes in Friday’s post-results session. Next week’s trading will indicate if investors view the move as discipline or a sign of losing ground to rivals.

Risks persist. Offering fewer models could reduce differentiation or disrupt customers undergoing migrations. Ongoing capital investment, increased borrowing expenses, and swift advancements in competing models may surpass any cost benefits.

Amazon’s AI spending remains steady, but the company is currently selecting a smaller number of areas to invest in.

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Further analysis

What exactly changed inside Amazon’s AI division?

Reuters, citing Business Insider, says Amazon is deprecating Nova Premier, Omni, Reel, and Canvas. Resources are shifting toward frontier-model research led by Pieter Abbeel. The reported plan targets a flagship debut at re:Invent later in 2026. Amazon says Nova 2 Lite, Nova 2 Sonic, and Nova Forge remain supported. This is consolidation, not a complete exit from proprietary models. Reuters

How large are the latest AI layoffs?

Amazon cut jobs inside its AGI organization on July 22. The company disclosed no total, making reliable savings estimates impossible. Employees in data-services and information functions reported being affected. Amazon separately eliminated 16,000 companywide jobs during January. Without a headcount, investors cannot compare savings against the $200 billion budget. Reuters

Is Amazon reducing its overall commitment to artificial intelligence?

No. Amazon is reallocating money toward frontier models, custom chips, and customer deployments. AWS created a $1 billion forward-deployed engineering organization in June. Amazon also committed $50 billion to OpenAI, including an initial $15 billion. OpenAI committed to consume roughly two gigawatts of Trainium capacity. The strategy favors infrastructure and distribution over maintaining a broad model catalog. US Press Center

What do the changes mean for AWS growth and profitability?

First-quarter AWS sales rose 28% to $37.6 billion. AWS operating income reached $14.2 billion, implying a 37.7% margin. The cloud unit produced about 59% of Amazon’s total operating income. Current estimates put second-quarter AWS revenue near $40.5 billion, roughly 31% higher. Near-term results will depend more on capacity utilization than Nova branding. Amazon

Can the restructuring offset Amazon’s enormous AI investment bill?

Not by itself. Amazon plans about $200 billion of 2026 capital spending, versus $131 billion during 2025. Trailing free cash flow fell to $1.2 billion from $25.9 billion. That is a decline exceeding 95%. Net property-and-equipment purchases increased $59.3 billion year over year, mainly reflecting AI investment. Cutting duplicated model work may help, but infrastructure still dominates cash requirements. Amazon

How is Amazon stock pricing these changes today?

AMZN closed July 29 at $226.65, down 1.8% during the session. The S&P 500 fell 1.5%, so Amazon underperformed by about 0.3 points. At that price, Amazon’s market value was roughly $2.46 trillion. Its trailing price-to-earnings ratio stood near 27.1 times. The modest relative underperformance does not prove the restructuring caused the decline. The Wall Street Journal

What does Wall Street’s price forecast currently imply?

FactSet’s median target is $320, with estimates spanning $230 to $370. From $226.65, that range implies roughly 1% to 63% upside. The median implies about 41% upside from the latest close. Analysts list 67 positive ratings and only two holds, with no sells. Those targets may change quickly after Amazon reports earnings today. The Wall Street Journal

What must Amazon’s second-quarter report show?

Amazon reports second-quarter results at 5:00 ET on July 30. Company guidance calls for $194 billion to $199 billion of revenue. Operating income guidance ranges from $20 billion to $24 billion. Current consensus expects approximately $197 billion revenue and $1.82 earnings per share. Investors will focus on AWS growth, capex guidance, and frontier-model timing. Shares fell 9% after February’s $200 billion spending forecast, showing the sensitivity. Amazon

What is the most defensible near-term forecast for AMZN?

The base case keeps AWS growth near 30%, with limited 2026 revenue impact. The bull case needs AWS above 31% and capex near $200 billion. It also requires a credible frontier-model launch at re:Invent later this year. The bear case combines rising capex, weak free cash flow, and slowing AWS growth. For now, earnings guidance matters more than the reorganization headline. Reuters

Shan Ahmed Khan is a senior markets reporter at TS2.tech, specializing in stocks, technology and macroeconomic trends. A graduate of the Lahore University of Management Sciences (LUMS), he previously worked in investment research and market analysis. His coverage helps readers understand the key developments influencing global financial markets and emerging industries.

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