They train and publish model families
The model developers
They train and publish model families
Anthropic
Claude; uses capacity from several providers and describes AWS as its primary cloud and training partner.
[4]The Board · Archived snapshot
Most infrastructure headlines involve three overlapping roles: model developers, compute providers, and chip or fabrication companies. The organizations and contracts change; the role map is the durable part.
Snapshot · July 13, 2026They train and publish model families
They train and publish model families
Claude; uses capacity from several providers and describes AWS as its primary cloud and training partner.
[4]They finance, build, and rent infrastructure
They finance, build, and rent infrastructure
Cloud capacity plus custom Trainium accelerators; Anthropic describes AWS as its primary cloud and training partner.
[11][4]Cloud TPU capacity and Google's vertically integrated model and infrastructure stack.
[12][3]SpaceX agreed to provide Anthropic all compute capacity at the Colossus 1 data center in a deal announced 6 May 2026.
[4]They design chips, software, and fabrication
They design chips, software, and fabrication
Custom accelerators designed by cloud providers for parts of their own AI workloads.
[12][11][17]A major contract manufacturer for advanced high-performance chips; fabrication is a different role from chip design.
[18]How value moves
Roles overlap. Customer, supplier, investor, and competitor can describe the same pair of companies at different layers.
Chip designers and fabricators supply accelerators and manufacturing capacity to cloud and model companies.
[15][16][18]Cloud and specialist infrastructure providers package that hardware into capacity that model developers can use.
[10][11][12][14]Infrastructure relationships may also include investments, preferred-provider agreements, or custom-chip commitments, so customer and financier can be the same company.
[1][4]The same model developer may spread training and inference across several hardware and cloud platforms rather than rely on one stack.
[4]Evidence
Microsoft · Announcement · checked 2026-07-13
OpenAI · Announcement · checked 2026-07-13
Google DeepMind · Documentation · checked 2026-07-13
Anthropic · Announcement · checked 2026-07-13
Meta · Documentation · checked 2026-07-13
xAI / SpaceX · Announcement · checked 2026-07-13
Mistral AI · Documentation · checked 2026-07-13
Alibaba Qwen · Documentation · checked 2026-07-13
DeepSeek · Documentation · checked 2026-07-13
Microsoft Azure · Documentation · checked 2026-07-13
Amazon Web Services · Documentation · checked 2026-07-13
Google Cloud · Documentation · checked 2026-07-13
Oracle · Documentation · checked 2026-07-13
CoreWeave · Documentation · checked 2026-07-13
NVIDIA · Documentation · checked 2026-07-13
AMD · Documentation · checked 2026-07-13
Microsoft · Announcement · checked 2026-07-13
TSMC · Documentation · checked 2026-07-13