Deliberation table — consensus engine
Products
PRODUCT — BETA

Mavenn.ai

AI Consensus Through Multi-Model Debate. One model can be confidently wrong. Multiple models in disagreement tell you something important.

THE INSIGHT

Confidence ≠ correctness

When one model being wrong has real consequences, use more than one.

STATUS — BETA

In beta, with production usage through PhishHook

Mavenn is in beta. PhishHook.ai already runs on the consensus engine, and the Mavenn platform itself, with configurable model selection, consensus tuning, and API access, is being exercised with early users now.

If you have a use case that needs multi-model consensus, reach out. We can bring you into the beta or run it for you on a consulting basis.

HOW IT WORKS

The consensus pipeline

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QUERY BROADCAST
Your query is sent to multiple AI models simultaneously — not sequentially. Each model processes independently, without influence from the others.
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INDEPENDENT RESPONSES
Each model returns its response. No averaging, no blending at this stage — raw outputs from each model, preserved.
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CONSENSUS SYNTHESIS
Mavenn's synthesis layer identifies points of agreement across model outputs. Where models converge, confidence is high.
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DISSENT FLAGGING
Where models diverge, Mavenn flags the disagreement explicitly — showing you what's contested, not hiding it in a false consensus.
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STRUCTURED OUTPUT
Final output: consensus answer, confidence indicators, and a dissent summary. You see the agreement and the uncertainty.
HIGH-STAKES DECISIONS

When consensus matters

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HIGH-STAKES DECISIONS
Any question where a single model being wrong has real consequences. Medical information, legal analysis, financial decisions.
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FACT-CHECKING
Cross-referencing claims across models. If one model hallucinates, consensus exposes it.
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RESEARCH SYNTHESIS
Synthesizing complex research questions where multiple perspectives increase coverage and reduce blind spots.
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SECURITY ANALYSIS
PhishHook.ai uses Mavenn's consensus to evaluate suspicious emails — multiple models vote, consensus protects.
JOIN THE BETA

Ask for a beta seat, or get consensus as a service today.

contact@proticom.com
844.PROTICOM
proticom.ai
»   REAL AI · PRODUCTION GRADE · NO HYPE