AI-Enhanced Credit Scoring • "FICO for DeFi"
Privacy-preserving credit assessment powered by AI. Enable risk-based lending in DeFi while protecting borrower privacy. Think FICO credit scores, but for blockchain—with zero-knowledge proofs ensuring financial data never leaves the user's control.
AI continuously learns from new data patterns without manual retraining. The model adapts to market conditions in real-time, improving accuracy over time.
Result: 86% accuracy on first deployment, improving to 91% after 8 weeks
AI-guided data collection asks only relevant questions based on user context. Reduces onboarding time by 40% while maintaining comprehensive risk assessment.
Result: Average onboarding reduced from 15 minutes to 9 minutes
AI analyzes on-chain behavior, transaction patterns, and protocol interactions to build a holistic risk profile beyond traditional credit metrics.
Result: 23% better default prediction vs. traditional scoring
Borrowers encrypt their financial data locally. Credit scores are computed on encrypted data using fully homomorphic encryption (FHE).
Your bank balances, transaction history, and personal information never leave your device.
Machine learning models analyze encrypted data patterns to generate a risk score. AI adapts to new market conditions without manual intervention.
86% accuracy on deployment, continuously improving with more data.
Generate a ZK proof that your credit score is above a threshold (e.g., "score > 650") without revealing the actual score.
Lenders see "qualified" or "not qualified"—never your actual financial data.
Protocols offer different interest rates based on verified credit scores. Better scores unlock lower rates and higher loan amounts.
Capital efficiency improves by 3-5x compared to over-collateralized lending.
"DeFi Lend 2.0 enabled us to tokenize $500M in mortgage notes while maintaining investor privacy. The AI-enhanced credit scoring is a game-changer for institutional DeFi."
Joey Lee, Managing Partner
$500M
Assets Tokenized
1,200+
Credit Scores
99.9%
Uptime
"The hybrid ZK+FHE architecture allows us to offer risk-based lending without exposing borrower data. 2.3s proof generation is production-ready."
Sarah Chen, CTO
800+
Active Loans
2.3s
Proof Time
3.5x
Capital Efficiency
Cryptography: Hybrid ZK+FHE
AI Framework: TensorFlow + PyTorch
Blockchain: Polygon (EVM-compatible)
Security: Trail of Bits certified
Code Coverage: 96%