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AffixIO Research

Real-Time Zero-Knowledge Governance in the AI Response Pipeline

Proofs at reply time, not in next week's audit export.

AffixIO Research · June 2026 · ~3 min read · 2 sections
Real-Time GovernanceSynchronous ZK Proofproduction SNARK backendNoirAI ComplianceProof Pipeline

Batch compliance is too late for live AI. AffixIO runs an multi-stage governance pipeline that finishes a proving backend proof before the user sees the answer. We share latency budgets, failure modes, and when to async the prover.

Summary

Batch compliance is too late for live AI. AffixIO runs an multi-stage governance pipeline that finishes a proving backend proof before the user sees the answer. We share latency budgets, failure modes, and when to async the prover.

Download the full PDF for technical detail, diagrams, and reproduction steps. Public sandbox: affix-io.com/sandbox.

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