| What it does | AI navigates your team from vision to impact at speed
| The model training platform for AI teams
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| Stage | Startup
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| Founded | 2024
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| Based in | US
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| Pricing model | Freemium
| Freemium
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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),
| Free: $0/month with $50 in credits once, 1 seat per project, every feature, console, CLI and MCP server, community Discord support. Pro: $120/month with $120 in credits every month, unlimited seats, priority support. Enterprise: Custom pricing, contact for details.
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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
| - OpenTelemetry agent tracing and trace import from Langfuse, LangSmith, Braintrust and Galileo
- Generated evals and Agent Optimizer runs that return scored code diffs
- Data Workshop with dataset preparation and quality checks
- Model training with recommended settings for LoRA or full fine-tuning
- Benchmarks against your current model on the same eval set
- Hosted OpenAI-compatible inference and downloadable model weights
- Console, CLI and MCP server access
- OpenAI-compatible API for trained models
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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
| - Own your trained models with downloadable weights and checkpoints
- Zero third-party training with data never leaving your pipeline
- Open source and self-hostable with Docker Compose
- Built by security and defense intelligence pioneers
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| Community votes | 0 | 0 |
| DR (Domain Rating by Ahrefs) | 40 ▲ +1 (up) since last check | 44 ● no change since last check |
| Trust Flow (Majestic) | 19 | 10 |
| Citation Flow (Majestic) | 27 | 35 |
| Referring domains (Majestic) | 228 | 201 |