TeamMesh
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Build teams by how people think
not how they interview
TeamMesh analyzes your AI conversation history to create verified cognitive fingerprints and assemble high-coherence teams.
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Cognitive Analysis Dashboard
The Problem
Interviews miss how people actually work
Half of hires still fail because the signal comes from staged conversations. We analyze everyday AI dialogue to surface real reasoning patterns and assemble teams on cognitive complementarity instead of gut feel.
🎭

45 minutes of theater

Everyone has rehearsed answers. Nobody knows how they actually think under pressure.

😰

Nerves tank talent

Your best engineer might be the one who froze at the whiteboard.

🔄

Gut feel = bias

"Culture fit" just means hiring yourself over and over.

The Solution

How TeamMesh solves this

💬

2,000 conversations > 2 interviews

We analyze your actual problem-solving patterns across months of AI interactions - how you decompose complexity, handle ambiguity, and iterate on solutions when no one's watching.

🧠

Behavioral truth, not self-report

Your ChatGPT history reveals how you think, not what you claim. We extract patterns: abstraction depth, learning velocity, collaboration style - impossible to fake or rehearse.

🔒

Privacy-first fingerprints

Local processing creates anonymized cognitive vectors. Your conversations never leave your device - only mathematical patterns that predict performance.

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Chemistry through computation

Our algorithm matches cognitive complementarity: pair rapid prototypers with systematic validators, abstract thinkers with concrete executors. Build teams that think better together.

Frequently Asked Questions
Learn how cognitive fingerprints work,and how TeamMesh builds better teams.
TeamMesh is a cognitive team-assembly platform that transforms AI conversation history into verified Persona Proofs. It’s built for AI-native, remote-heavy teams that need a stronger signal for hiring and collaboration than résumés or interviews can provide.
We analyze your long-term ChatGPT or Claude history locally or in your private cloud. It extracts cognitive patterns — analytical depth, communication style, and collaboration tendencies — then outputs an anonymized cognitive fingerprint.
Yes. Your raw conversation data never leaves your control. Only structured cognitive metrics and cryptographic hashes are shared. The analysis focuses on thinking patterns, not personal content, and the full pipeline can be self-hosted.
Book a short call with our team to join the pilot. We’ll discuss your goals, your team setup, and how cognitive fingerprinting can help. After onboarding, you’ll get early access to run the local pipeline and explore your Persona Proof.
Every release undergoes bias and drift audits. We publish usage guardrails, and fingerprints evolve over time as people grow. Zero-knowledge proofs ensure no raw conversations are ever stored or seen by anyone but you.
Ready to prove cognition beats interviews?
Join the pilot and help validate TeamMesh,
and data-driven team formation.
Apply for pilot access
TeamMesh
Cognitive infrastructure for AI-native teams
Company
TeamMesh 2025