Privacy-Preserving AI Analysis for Confidential Provenance

Analyze transaction flows and asset provenance while maintaining full GDPR and CCPA compliance. Our zero-knowledge proofs and secure multi-party computation ensure user data is never exposed, even during analysis.

Deploy ML models that detect anomalous patterns, wash trading, and Sybil attacks in real-time. Gain predictive insights into market manipulation without revealing your proprietary detection algorithms or risk thresholds.

Build detailed, privacy-first user profiles from on-chain behavior. Enable hyper-targeted experiences, loyalty programs, and product recommendations while keeping individual user data fully encrypted and inaccessible.

Correlate provenance data across Ethereum, Solana, and Layer 2s to uncover sophisticated, cross-chain arbitrage or money laundering patterns. Maintain chain-agnostic analysis with a single, unified privacy layer.

Generate cryptographically verifiable audit trails for all AI-driven insights. Prove the integrity and correctness of your analysis to regulators, auditors, or partners without disclosing the underlying sensitive input data.

Create new revenue streams by offering aggregated, anonymized market intelligence to institutional partners or researchers. Our technology allows you to sell insights, not data, preserving user trust and competitive advantage.

We define your data flow, identify sensitive inputs, and design a system architecture that isolates raw data from AI analysis using secure enclaves or MPC frameworks. This upfront planning prevents costly refactoring later.

We adapt your existing ML models (or develop new ones) for confidential execution. This includes implementing Federated Learning, Homomorphic Encryption, or Secure Multi-Party Computation (MPC) to ensure raw data is never exposed.

We build the blockchain layer to immutably record AI inference results, data hashes, and model versions. Smart contracts provide tamper-proof audit trails, enabling verifiable provenance without leaking confidential details.

We deliver a hardened API gateway and client SDKs for seamless integration into your existing applications. Features include authentication, encrypted payload handling, and real-time result streaming.

Every component undergoes rigorous review. Our process includes smart contract audits, cryptographic review of privacy schemes, and infrastructure penetration testing to meet enterprise security standards.

We manage the deployment to your cloud (AWS/GCP/Azure) or on-premise infrastructure, followed by 24/7 monitoring of system health, anomaly detection in AI outputs, and blockchain sync status.