Latest developments
As of September 14: the hyperscalers are still spending to plan, cloud revenue is growing fast but far behind that spending, and the buildout is shifting to borrowed and issued money.
INFRASTRUCTURE
The infrastructure buildout keeps expanding.
$200Bcapex, latest quarter$235Bplanned next quarter
LATEST EVENTS
What the news adds up to
What the news adds up toStill accelerating. Every 2026 plan was raised or held in July. A plan that stops rising is the first public sign of weaker demand, well before any revenue miss.
What to watchA trimmed 2026 range, or spending clearly below the implied rate. Next test: · Alphabet, Microsoft, Meta, Amazon.
The risk: The hyperscalers spend less than planned, and the buildout slows. Reviewed
DEMAND
Cloud and AI chip sales keep growing.
$114Bcloud revenue, latest quarter+47%on a year earlier
LATEST EVENTS
What the news adds up to
What the news adds up toCustomers are buying faster than a year ago at every provider, but cloud sales are still well below the spending. Backlog bridges the gap, and backlog is a promise to deliver, not cash received. The test is whether growth holds as capacity arrives.
What to watchCloud growth slowing while capex keeps rising: Azure short of the 45% guided, or Google Cloud and AWS decelerating. Next test: · Alphabet, Microsoft, Amazon.
The risk: AI and cloud sales grow more slowly than the capacity being built for them. Reviewed
FINANCING
Companies are raising billions to fund the expansion.
$200Bcapex, latest quarter$195Bcash from operations
LATEST EVENTS
What the news adds up to
What the news adds up toCapex now exceeds operating cash flow at three of the five and matches it at Meta, and the gap is covered by debt and, at Oracle, by selling shares. Not distress, but the buildout now depends on capital markets staying open.
What to watchOperating cash flow falling further behind capex, with bigger debt issues or shares sold to cover the gap. Next test: · Alphabet, Microsoft, Meta, Amazon.
The risk: Spending outruns the cash the businesses generate, and the gap has to be borrowed or issued on terms that get harder. Reviewed
THE CALENDAR
Upcoming events
- NEXT UPTesla · Q3 2026Context only: AI compute spending plansDemand
- EXPECTEDIntel · Q3 2026Data-center demand reaching Intel; foundry commitmentsInfrastructure
- EXPECTEDAlphabet, Microsoft, MetaCapex against the $195–205B plan; Google Cloud growthCapex against the $50B guide; Azure at 45%; capacityand 1 moreDemandFinancingInfrastructure
- EXPECTEDAmazon, AppleCapex against the $220B plan; AWS growth; free cash flowContext only: any disclosed AI spending or revenueDemandFinancing
- EXPECTEDAMD · Q3 2026Revenue against the $13B guide; Q4 GPU demandInfrastructure
| Date | Event | Tests | What it shows |
|---|---|---|---|
| Next upexpected | TeslaQ3 2026 results | Demand | Context only. Tesla buys AI compute for its own use and reports no AI revenue. Its capital-spending plans for AI training, up or down. |
| expected | IntelQ3 2026 results | Infrastructure | Data-center demand reaching Intel too, and any foundry customer commitments that would add chip supply. |
| expected | AlphabetQ3 2026 results | DemandFinancing | Capital spending against the $195–205 billion 2026 plan and whether the plan moves; Google Cloud revenue growth. |
| expected | MicrosoftQ1 FY2027 results | DemandInfrastructure | Capital spending against the over-$50 billion guide; Azure growth against the roughly 45% guided; whether demand still exceeds capacity. |
| expected | MetaQ3 2026 results | FinancingDemand | Capital spending against the $130–145 billion range and whether the range moves; how the data centers are financed, since Meta has no cloud business to sell AI capacity to. |
| expected | AmazonQ3 2026 results | DemandFinancing | Capital spending against the roughly $220 billion plan; AWS revenue growth; how much of the spending is leased or borrowed, and whether free cash flow stays negative. |
| expected | AppleQ4 FY2026 results | Demand | Context only. Apple buys AI capacity rather than selling it. Any disclosed AI-related spending or services revenue. |
| expected | AMDQ3 2026 results | Infrastructure | Revenue against the roughly $13 billion guided, and what AMD says about Q4 Instinct GPU demand. |
| expected | SpaceXQ3 2026 results | DemandFinancing | AI revenue against AI capital spending; whether the $47.5 billion backlog begins converting; any further debt raising. No prior-year cadence: Q2 came five weeks after quarter end. |
| expected | CoreWeaveQ3 2026 results | FinancingDemand | Contracted backlog converting to revenue on schedule, and how much debt was added to fund capacity. |
| expected | NVIDIAQ3 FY2027 results | Infrastructure | Revenue against the $108 billion guided; gross margin holding near 74%; the outlook for Q4. |
| expected | OracleQ2 FY2027 results | FinancingDemand | Capital spending staying near $28 billion a quarter; cloud infrastructure revenue keeping its triple-digit growth; any further equity or debt raised. |
| expected | BroadcomQ4 FY2026 results | Infrastructure | AI semiconductor revenue against the $21.7 billion guided, and the fiscal 2027 outlook. |
| target | ERCOTData-center audit report to the Texas PUC | Infrastructure | How many of the roughly 474 gigawatts of connection requests survive verification, and when paused projects can re-enter the queue. |
| expected | MicronQ1 FY2027 results | DemandInfrastructure | Revenue against the roughly $61.5 billion guided, and whether high-bandwidth memory supply is still sold out. |
Expected dates follow the prior year’s cadence until the company posts them. A target is a date the body has said it aims for. Company names link to the calendar that is the source of the date.
Every entry carries its disclosure date and a primary source. How the three risks are chosen and what each tracks: research-risks.md ↗