| CauseFlow AI | resolve.ai | incident.io | Rootly | IncidentFox | |
|---|---|---|---|---|---|
| Core function | AI investigation cross-tool + customer issues | Autonomous multi-agent investigation | Orchestration + emerging AI | Orchestration + AI SRE | AI SRE agent: triage + fix scripts |
| Target | SMBs (2-50 engineers) | Enterprise (Coinbase, DoorDash) | Mid-market to enterprise | Mid-market to enterprise | Startups (Slack-native) |
| Pricing | $0-$399/month (per investigation) | Custom enterprise (no public pricing) | $19-45/user/month | $20/user/month | Open-core (no public pricing) |
| Free tier | 5 investigations/month | Playground only | Basic (limited) | 14-day trial | Open-core self-host |
| AI RCA (Root Cause) | Multi-model LLM + Knowledge Base | Proprietary multi-agent | Correlates code + metrics | Confidence scores | Codebase analysis + logs |
| Customer issue resolution | Unique differentiator | Not available | Not available | Not available | Not available |
| Auto-fix PRs | With human-in-the-loop | Yes | Button generates PRs | Drafts PRs | Fix scripts with approval |
| Knowledge Base | Yes | 50K+ nodes/env | Not available | Not available | Not available |
| Onboarding | Self-service, < 10 min | Demo with sales rep | Self-service | Demo + trial | Auto-setup via codebase scan |
| MCP server | MCP + proprietary core | Uses MCP internally | GoLang | TypeScript (open-source) | Not available (Python open-core) |
| CRM integration | HubSpot (MVP) | Not available | Not available | Not available | Not available |
| DB integration | PostgreSQL/MySQL | Not available | Not available | Not available | Not available |
| SOC 2 | Roadmap (month 6-18) | Type II | Type II | Type II | Not available (early-stage) |
| Open source | No | No | No | No | Apache-2.0 |
| Funding | Bootstrap | $150M+ ($1B valuation) | $96.2M ($400M valuation) | $15.2M (Series A) | YC W26 (early-stage) |