| What it does | An AI agent for cloud infrastructure teams
| AI-powered software project estimation tool for agencies
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| Stage | Startup
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| Founded | Not given
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| Based in | Not given
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| Pricing model | Not given
| Free trial
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| Pricing | Not given
| 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 | - Detects performance regressions and incidents
- Correlates telemetry, code, CI/CD, and cloud signals
- Drafts root cause analyses, runbooks, and actionable fixes
- Slack integration
- Production signal monitoring
| - 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 | - Acts on production signals to ship products faster and more reliably
- Solves DevOps complexity legacy observability tools couldn't solve
- Makes infrastructure invisible and proactive
| - 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) | 14 ● no change since last check | 13 ● no change since last check |
| Trust Flow (Majestic) | 9 | 11 |
| Citation Flow (Majestic) | 22 | 23 |
| Referring domains (Majestic) | 103 | 40 |