NOVA Use Cases Demos

  • Healthcare: Verifiable Federated Learning Datasets (https://phala.com/success-stories/healthcare-research), hospitals share encrypted records for federated learning without exposure. Hospital A uploads encrypted data to NOVA, Hospital B retrieves and process the data through Phala's TEE, it uploads the output data to NOVA. Hospital A retrieves Hospital B's output data, process it, and uploads the final output to NOVA.

  • Finance: Secure Portfolio Sharing Before TEE Risk Analysis (https://phala.com/success-stories/financial-services): NOVA's group-keyed vaults store encrypted portfolios; TEE loads for private risk modeling (e.g., fraud detection), outputs back without leaks—ensures data sovereignty in multi-bank collaborations.

  • Law: Confidential Document Vaults Before TEE Review (https://phala.com/posts/confidential-ai-for-law-firms): Upload sensitive legal docs to NOVA; TEE processes (e.g., AI contract analysis) without visibility; revoke access post-review—complements Phala's privacy for e-discovery.

  • Decentralized AI: Persistent Agent State for Multi-Chain Agents (https://phala.com/success-stories/decentralized-ai): NOVA persists encrypted agent states/models between TEE sessions; enables multi-chain autonomy (e.g., cross-NEAR/Solana inference) with attestation chaining.

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