| What it does | AI-powered software project estimation tool for agencies
| AI operational intelligence for agents and AI products
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| Stage | Not given
| Startup
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| Founded | Not given
| 2024
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| Based in | Not given
| US
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| Pricing model | Free trial
| Free trial
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| Pricing | 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 | - 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
| - 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 | - 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
| - 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) | 12 ▼ −1 (down) since last check | 18 ● no change since last check |
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| Trust Flow (Majestic) | 11 | 0 |
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| Citation Flow (Majestic) | 23 | 15 |
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| Referring domains (Majestic) | 40 | 6 |
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