MARKET PULSE / COMPANY WATCH
Sources updated · 10/23/2026, 20:08 · UTC+8
Can AI investment sustain returns in search and cloud?
BUSINESS NETWORK
Follow the dependencies
Select a node to explore the evidence and open questions.
UPSTREAM INPUTS
DOWNSTREAM DELIVERY
NVIDIA
External AI accelerators for Google Cloud
Disclosure date · 2026-07-2201The relationship
Google’s Q2 remarks describe Google and NVIDIA accelerators, including NVIDIA Vera Rubin. Track in-house TPUs separately from external GPUs; procurement shares are not disclosed.
02What to verify next
Verify GPU availability by region, delivery capacity and the TPU/GPU product mix.
03Sources & evidence
Read supporting excerpt
accelerators from Google and NVIDIA
RELATIONSHIP REGISTER
The business behind each connection
Compare what is supplied or delivered, the disclosed facts and open questions. Select a company name to highlight its connection above.
| Counterparty / direction | Product or service | Evidence & scope | Source / disclosure date | What to verify next |
|---|---|---|---|---|
| Upstream · Supplier | External AI accelerators for Google Cloud | Google’s Q2 remarks describe Google and NVIDIA accelerators, including NVIDIA Vera Rubin. Track in-house TPUs separately from external GPUs; procurement shares are not disclosed. | Google ↗ Supporting excerptaccelerators from Google and NVIDIA | Verify GPU availability by region, delivery capacity and the TPU/GPU product mix. |
| Downstream · Customer | AI and analytics customer | Google names PepsiCo as an AI and analytics customer, without a contract value or customer-specific revenue in this passage. | Google ↗ Supporting excerptPepsiCo for AI and analytics solutions | Track deployment scope, renewals and disclosed usage outcomes. |
| Downstream · Customer | Core business processes | Q2 2026 management commentary names Intel as an enterprise AI customer; customer-specific contract value is not disclosed. | Google ↗ Supporting excerptIntel to streamline core processes | Verify deployment scope, renewals and usage. |
| Downstream · Customer | Wealth-management AI | Q2 2026 management commentary names HSBC as an enterprise AI customer; customer-specific contract value is not disclosed. | Google ↗ Supporting excerptHSBC for wealth management | Verify deployment scope, renewals and usage. |
| Downstream · Customer | Exchange & data cloud services | The 2022 announcement says Coinbase selected Google Cloud for exchange and data services; current migration scale is not established. | Historical disclosure Google Cloud ↗ Supporting excerptCoinbase, who has selected Google Cloud to build advanced exchange and data services | Verify subsequent infrastructure deployment and service scope. |
| Upstream · Platform | Prospective software platform provider | On October 21, 2026, Google Cloud was disclosed as exploring NVIDIA DSX MaxLPS software; completed deployment was not disclosed. | nvidianews.nvidia.com ↗ Supporting excerptCoreWeave, Firmus, Google Cloud, IREN, Lambda, Nebius, Nscale and Sharon AI are exploring the software. | Will Google Cloud put DSX MaxLPS into production? |
Coverage & reading notesReviewed 2026-10-22
Selected relationships, not a complete supply chain. Omission does not imply absence, and a dated disclosure does not establish that a contract remains active. Arrows indicate input or delivery direction, not exclusivity, procurement share or investment advice.