| What it does | Agent Operations Platform for building, deploying, and governing AI agents
| An AI panel debates your goal; a referee rules on re-checkable evidence
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| Stage | Not given
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| Founded | Not given
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| Based in | IN
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| Pricing model | Freemium
| Freemium
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| Pricing | Not given
| Free: $1.00 starting credit once. Credit plans from $10 top-up with no expiration. Your own key: 5% infrastructure fee after the first $5.00 of usage.
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| Key features | - 16 distinct reasoning strategies (ReAct, Chain-of-Thought, Tree-of-Thoughts, Reflexion, Plan & Execute, multi-agent, and more)
- Human-in-the-loop approval wired into live execution path
- Risk-classified tool policies (low, medium, high, critical)
- Real multi-tenant isolation with row-level security
- Full audit trail of logins, executions, tool calls, approvals, and configuration changes
- Self-extending tools: agents can propose new tool definitions at runtime
- Compliance evidence reporting for HIPAA, SOC2, and GDPR
| - Panel of up to six AI models from different vendors
- Referee rules on re-checkable evidence only
- Searches academic databases: arXiv, OpenAlex, Crossref, Europe PMC
- Executes Python code to verify claims
- Customizable acceptance standards
- Matches pause and resume without losing work
- Shared ledger prevents re-derivation
- Spending limit per match
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| What makes it different | - Agents reason through 16 strategies instead of following fixed scripts
- Human approval wired into execution path, not a separate setting or dashboard
- One integrated platform (builder, reasoning, governance, audit) instead of stitching together multiple vendors
- Open-source tool engine (Matimo OSS) so no vendor lock-in
- Bring your own LLM keys; no markup on model costs
| - Referee decides on evidence, not argument quality
- Panel from different vendors fails in different directions
- Stuck is a targeted question, not model thrashing
- Cost grows with ledger, not round count
- Published matches become research record
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 2 ▲ +1 (up) since last check | 2 ● no change since last check |
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| Trust Flow (Majestic) | 3 | 0 |
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| Citation Flow (Majestic) | 9 | 13 |
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| Referring domains (Majestic) | 48 | 31 |
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