Deliberation table — consensus engine
Products
PRODUCT — IN DEVELOPMENT

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 — IN DEVELOPMENT

Active development, production usage in beta

Mavenn is in active development. PhishHook.ai is already using a version of the consensus engine in beta. The full Mavenn platform — with configurable model selection, consensus tuning, and API access — is being built now.

If you have a use case that needs multi-model consensus before the platform launches, reach out. We run it 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.
EARLY ACCESS

Get notified or talk now — early access coming, or get consensus as a service today.

contact@proticom.com
844.PROTICOM
proticom.ai
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