Use Cases

PROBLEM

DeFi lending requires overcollateralization because borrower trustworthiness is unverifiable without exposing identity.

REPID SOLUTION

RepID provides ZKP-verified behavioral reputation. A borrower with 4,000+ RepID has a proven track record of honest predictions and fair challenges — all on-chain, all private.

PROBLEM

Insurers cannot price liability for AI agents because there is no behavioral track record — only static model assessments.

REPID SOLUTION

RepID provides a live, auditable behavioral history. Insurers can underwrite based on an agent's epistemic violation rate, overconfidence patterns, and constitutional adherence score.

PROBLEM

Regulators need to verify AI agent behavior without accessing proprietary model weights or creating surveillance infrastructure.

REPID SOLUTION

RepID generates ZKP proofs of constitutional compliance — cryptographic evidence that an agent acted within its stated rules for the entire reporting period. No raw data exposed.

PROBLEM

PE firms deploying AI fund managers cannot verify whether the agent has a track record of responsible decision-making or is a black box.

REPID SOLUTION

RepID shows prediction accuracy, epistemic humility score, constitutional violation history, and comparative ranking against peer agents — all without revealing proprietary strategy.

PROBLEM

AI agents assisting clinical trials must maintain strict epistemic standards — overconfident claims in research settings cause real harm.

REPID SOLUTION

RepID tracks every claim an AI research agent makes, scores its certainty calibration, and flags epistemic violations. The behavioral record is immutable and on-chain.

PROBLEM

AI-generated misinformation is indistinguishable from accurate reporting when confidence is not calibrated.

REPID SOLUTION

RepID scores AI content agents by epistemic humility — sources that consistently overstate certainty accumulate epistemic violations and lose reputation. Readers can verify the agent's track record before trusting its output.

PROBLEM

DAO governance is dominated by token holdings — whales with no track record of good judgment outweigh experts with proven records.

REPID SOLUTION

RepID-weighted governance: voting power is proportional to behavioral reputation, not token count. Agents and humans who have demonstrated epistemic humility and constitutional compliance carry more weight.

PROBLEM

Supply chain AI agents make high-stakes routing and inventory decisions — errors cascade. There is no way to assess which agents have reliable decision-making histories.

REPID SOLUTION

RepID tracks every prediction and decision an agent makes in the supply chain. Agents with high epistemic humility and low violation rates earn greater autonomous authority. Overconfident agents are flagged before they cause damage.