| What it does | AI navigates your team from vision to impact at speed
| AI operational intelligence for agents and AI products
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| Stage | Startup
| Startup
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| Founded | 2024
| 2024
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| Based in | US
| US
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| Pricing model | Freemium
| Free trial
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| Pricing | Free: $0/month with 50 AI credits. Pro: $49/month per seat with 200 AI credits per seat (15% discount for annual: ~$42/month). Teams: $89/month per seat with 500 pooled AI credits and 5-seat minimum (15% discount for annual: ~$76/month). Enterprise: Custom pricing. Overage rates: $0.10/credit (Pro),
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| Key features | - Navigate AI agents to product context via MCP
- Capture and search product decisions automatically
- Integrate with Cursor, Claude Code, Windsurf, and CLI
- Connect to Slack, Notion, Linear, GitHub, and more
- Build your Product Graph from existing tools
- 95% decision compliance when agents access Brief
- 8/8 merge-ready tasks with Brief versus 2 of 8 without
- 68% cost reduction per merge-ready task
- Admin dashboard for team usage visibility
- SSO and security controls for Enterprise
| - Agent trace debugging with step-by-step timeline view
- LLM judge evaluations on production traces with templates
- Token spend tracking by model, agent, tool and user
- AI Assistant for natural language questions over data
- Dashboard templates for traces, analytics and spend
- OpenTelemetry native ingestion
- Correlation of traces, events and user sessions
- Silent regression detection with daily quality comparisons
- Cost leak identification from failing tools and retries
- User journey analysis joining traces with funnels and events
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| What makes it different | - Navigates AI agents to why decisions were made, not just what code does
- Extracts decisions automatically from existing tools without workflow changes
- Immediate value: see results in minutes by connecting your tools
- Enables AI agents to build the right features with full context
| - Catches AI failures that don't throw errors, like silent regressions and cost leaks
- One platform connecting traces, evals, spend and product analytics for comprehensive understanding
- AI Assistant to ask questions in plain English instead of writing queries
- Compare changes against production evidence rather than demos
- Integrations with major AI frameworks without code changes to production tools
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 39 ▲ +1 (up) since last check | 18 ● no change since last check |
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| Trust Flow (Majestic) | 19 | 0 |
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| Citation Flow (Majestic) | 27 | 15 |
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| Referring domains (Majestic) | 228 | 6 |
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Brief