Weave
Engineering and token intelligence — what your team actually ships, and what your AI spend actually returns.
- Based in
United States- Category
- engineering-analytics
- Source & hosting
- Proprietary · Vendor-hosted
Business overview
Weave is engineering and token intelligence for the AI era: it measures what a software team actually ships, and what its AI spend actually returns. More than 2 million human and AI code contributions have been analysed across 20,000+ engineers, benchmarked against that pool rather than against a team's own past.
Four things make up the platform. The core engineering intelligence reads every action from prompt to production — commits, tokens, pull requests, reviews, deploys, AI telemetry — and scores cost, efficiency and quality per engineer alongside DORA and SPACE metrics. Token intelligence shows where the spend goes and how the return benchmarks across 1,000+ orgs. The Weave router (npx @workweave/router) sits in the request path and sends each prompt to the cheapest model that still holds quality. Agent Wooly answers questions about your own data, in the app or over MCP, citing the records it used.
Founded in 2024 by Adam Cohen and Andrew Churchill and based in San Francisco, Weave has raised a $13.5M Series A led by Standard Capital, and is used by teams including Robinhood, Reducto and PostHog. SOC 2 Type II, HIPAA and GDPR, with SSO/SAML/OIDC and SCIM for enterprise rollout.
Value proposition
Weave answers the question every engineering leader is now asked: what is our AI spend actually returning? It scores cost, efficiency and quality per engineer from real contributions, benchmarks the result against 1,000+ other orgs, and routes each prompt to the cheapest model that still holds quality.
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