| What it does | AI operations platform connecting tools, agents, and workflows with governed execution
| Catch where AI agents get stuck on your API or MCP server, rank problems by impact, and draft fixes as pull requests
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| Stage | Not given
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| Founded | Not given
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| Based in | Not given
| US
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| Pricing model | Freemium
| Freemium
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| Pricing | Node $79/month (1 agent, 1 core user, 2 lite users, up to 10 outputs/month, 3 app integrations). Control $249/month (2-3 agents, 2 core users, 5 lite users, up to 40 outputs/month, 10 Mesons/month, CRM+Outlook integrations). Command $599/month (5-8 agents, 5 core users, unlimited lite users, up to 1
| Open source: free. Team: $199/month with 14-day free trial (1 API or MCP service, 25,000 reports/month, 15 coding-agent runs/month). Business: $799/month (up to 3 services, 250,000 reports/month, 60 coding-agent runs/month). Extra coding-agent runs: $6 each.
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| Key features | - LLM model selector for OpenAI, Anthropic, Llama with org-level defaults
- Text-to-workflow builder
- Native integration with 50+ tools including Salesforce, HubSpot, Slack, Outlook
- One-click OAuth authentication
- Real-time agent coordination and handoffs
- Custom connector SDK for proprietary systems
- Sandbox testing and deployment simulation
- GIBE learning and organizational memory
- Failure predictions and breakage prevention
- Role-based access control with approval gates
| - Session replay for MCP servers to identify failed agent sessions
- Clustering reports by agent goals and workflows
- Priority ranking weighted by frequency, failed workflows, and affected accounts
- Claude Code generates pull requests with tests
- Review queue with diff, tests, agent reports, and evidence
- Isolated git worktree prevents unauthorized code push
- Schema validation and rate limiting for feedback
- Open Agent Feedback Protocol with TypeScript and Python SDKs
- GitHub integration for draft PR creation
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| What makes it different | - Shared organizational intelligence instead of isolated AI silos
- Verified execution with connector health checks before production runs
- Honest outcome measurement with audit trails, not invented ROI metrics
- Transparent routing and readiness instead of black-box chain-of-thought
- Meson system builder to generate agents from plain language requests
| - Only AI agent failures on successful HTTP responses get detected and ranked
- Automated pull request drafts with your approval required before shipping
- Session replay captures failures even when agents don't report them
- Pay only for coding-agent runs, not feedback submission
- Open protocol and SDKs can be self-hosted at no cost
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 1 ● no change since last check | 1 ● no change since last check |
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| Trust Flow (Majestic) | 0 | 1 |
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| Citation Flow (Majestic) | 22 | 14 |
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| Referring domains (Majestic) | 7 | 4 |
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Gravitre
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