| What it does | AI navigates your team from vision to impact at speed
| AI-powered software project estimation tool for agencies
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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
| 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),
| 14-day free trial (no credit card required). Pro plan: $180 per month. Enterprise plan: from $500 per month.
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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
| - AI-powered estimates from RFPs and briefs
- AI Agent for conversational scope refinement
- Min-max hour ranges and role-based breakdowns
- Reusable templates and libraries
- Branded PDF proposals with auto-calculated totals
- Drag-and-drop project structure
- Export to Jira, Asana, and Excel
- Versioning and assumptions tracking
- Rate cards and cost calculation
- Support for fixed-price and time-and-materials estimates
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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
| - Reduces estimation time from ~4 days to same-day delivery
- AI estimates typically fall within 20% of final numbers
- Purpose-built for sales and pre-sales workflows, not general project management
- Complete workspace with structured workflow, not just AI text output
- Saves significant team time and pays for itself with first estimate
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| Community votes | 0 | 0 |
| DR (Domain Rating by Ahrefs) | 39 ▼ −1 (down) since last check | 13 ● no change since last check |
| Trust Flow (Majestic) | 19 | 11 |
| Citation Flow (Majestic) | 27 | 23 |
| Referring domains (Majestic) | 228 | 40 |