Companies that train large general-purpose models and sell access to them. It has no schema of its own: companies here are mapped on the Artificial intelligence schema, and what it does not cover is recorded as gaps.
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Free to map your own company · Members $300 a yearHow automatable each primitive is, estimated from the 3 organizations mapped in public on the Artificial intelligence schema, which this industry inherits: the share of those with the primitive that run it on software. Estimate from public data: the share of mapped organizations that run this on software. Not a recommendation.
| Primitive | Layer | Automation | Peers on software | Software parts named most |
|---|---|---|---|---|
Inference serving Supply: making or delivering the offer | Software | HighLayer only | 0 of 3 mapped; too few to read | — |
Revenue recognition and close Money: getting paid and paying | Software | HighLayer only | 1 of 3 mapped; too few to read | — |
Subscription billing Money: getting paid and paying | Software | HighLayer only | 0 of 3 mapped; too few to read | — |
Core system of record Systems: tools and data | Software | HighLayer only | 0 of 3 mapped; too few to read | — |
Communication tools Systems: tools and data | Software | HighLayer only | 1 of 3 mapped; too few to read | Resend email (1) |
Integrations Systems: tools and data | Software | HighLayer only | 2 of 3 mapped; too few to read | CLI, SDKs and MCP (1), Google Drive and local files as sources (1), Heuresis Desktop and MCP (1) |
The rule, the same for every industry: with 5 or more organizations having the primitive, 50% or more of them on software is high, 20% or more medium, below that low. With fewer, the level rests on the primitive's layer alone and says "Layer only". Software parts are counted once per organization; a detected technology is named by its product. See the blueprint for which organizations run each.
Counts of what public research has found and sourced, each part with its source on the organization’s profile. They say what is known, not how much of the industry exists.
Focused research on the organizations with the fewest mapped parts in foundation model developers; what it finds is public for everyone.