Engineering and token intelligence to optimize the SDLC
Weave shows you the ROI of every AI dollar, benchmarked against thousands of engineering orgs.
Trusted by 500+ engineering organizations. Startups to Fortune 100


















- 2M+PRs Analyzed
- 25k+Engineers
- 50+AI Tools
- SOC2TYPE II
Engineering intelligence
Measure your SDLC from prompt to production
Weave combines LLMs and ML to analyze every action from prompt to production. Combining novel AI metrics with DORA, SPACE, surveys, and more into a single pane of glass that shows where your engineering team is getting stuck.
- commits
- tokens
- pull requests

- reviews
- deploys
- ai telemetry
Know where
your team stands
Tokens show consumption, not value. Weave scores cost, efficiency, and quality.
AI impact, engineer by engineer
30 DAYS- 44%AI-assisted merges
- +22%Team output vs baseline
- 91Avg code quality
Scroll horizontally to see all columns →
| Engineer | AI Usage | AI Score | Quality | Output |
|---|---|---|---|---|
| M. Chen | 72% | 92 | 94 ↗ | +31% |
| R. Mehta | 58% | 84 | 92 → | +24% |
| J. Park | 46% | 71 | 89 ↗ | +18% |
| S. Tombs | 31% | 58 | 91 → | +9% |
Token intelligence
Know where every token goes.
See how your return on token spend benchmarks across 1000+ orgs.
- 50M+Prompts analyzed
- 25KEngineers
Prompt Router
Route to the most cost efficient model, without compromising speed or quality.
The Weave router looks at every prompt, classifies it and sends it to the right model. It learns based on your feedback as an individual and an organization.
$ npx @workweave/router status --claude✓ deepseek-v4 → routed via weave$ curl router/decide -d @request.json{ “model”: “deepseek-v4-pro”,“reason”: “structural edit · parity cluster 7”,“est_cost”: “1/38th of frontier”,“overhead_ms”: 3 }
- Deepseek V4Cost · $94 / 100
- GPT-5 CodexCost · $$86 / 100
- Claude Sonnet 5Cost · $$$88 / 100
- Claude Opus 4.8Cost · $$$$94 / 100
- wv_•••• •••• a91f
Get your router key
Generate a bearer token. The token never leaves your device unless you choose to export it.
Run one command
The installer detects your clients and points them at the router. One env var per provider, written automatically. Anthropic, OpenAI, and Google.
- ✓ routed via weave
Work as usual
Each request is now routed to the model with the best quality-per-token. The client is unaware of the proxy.
Agent Wooly
Wooly looks at all of your data and suggests where and how to improve. You can call on Wooly in the app or through an MCP.
Learn More
What do you want to know?
- Which engineers are using AI most effectively?
- Analyze the strengths and weaknesses of our teams
- Where are our deployment cycles getting stuck?
Every answer is grounded in your own records, and cites them.
Customer Story
“We use Weave to get an objective measurement and keep ourselves honest”
- +19%Increase in measured engineering output
- 14 daysFrom install to first executive report
Built for teams that can’t afford compromise
- GDPRCompliant
- HIPAACompliant
- SOC 2Type II Certified
- AICPAType II certified
- SSOSAML & OIDC
- SCIMProvisioning
SOC 2 Type II certified. Regular third party audits. SSO and role-based access. Your data stays secure, and your team is live before the end of the day.
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