Mixedbread
They take the files a company already has — PDFs, decks, videos, audio, code, Slack, Drive — and turn them into something an AI agent can search and quote…
They take the files a company already has — PDFs, decks, videos, audio, code, Slack, Drive — and turn them into something an AI agent can search and quote from, with the page and passage it came from, so the agent cites what it acted on. They build the whole chain themselves: the embedding model (Wholembed V3), the reranker (mxbai-rerank listwise), the search agent (Toast 1) and the database underneath (Silo). Sold as an API, a CLI, an MCP server and an agent skill rather than a framework you build inside (https://www.mixedbread.com/, read 2026-09-15).
NO LINKS READ YET · no published dossier names Mixedbread beside another company
Company details
| Industry | AI & Machine Learning |
| Funding | |
| Stage | Seed |
| Website | Visit Mixedbread |
Others in the same industry
5 namesWhere Mixedbread sits against the other names we cover on this beat. Each line is that company’s verdict, not a summary of it.
Amazon (AWS)
AMZNThe 2026-07-30 print settled four of the five questions the prior dossier said it could
Cash $78.2B
Meta AI / FAIR
METAThe bear case arrived a year early and the bull case grew a new leg in the same quarter
Cash $90.3B
Meta Platforms
METAThe buildout stopped being paid for by the ad business and started being paid for by the capital markets
Cash $90.3B
Alphabet
GOOGLNOT ASSESSED — this is a pre-print evidence refresh, not a call.
Cash $55.9B
Palantir
PLTRA genuinely great business priced as a perfect one
Cash $2.0B
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