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Nillion

Decentralized privacy infrastructure.

About Nillion​

Nillion is a decentralized secure computation network designed to process sensitive data without decryption, leveraging advanced cryptographic techniques like multi-party computation (MPC) and homomorphic encryption (HE). Its infrastructure enables blind computation, allowing third parties to perform operations on encrypted data while preserving privacy. The network serves as a foundational layer for privacy-preserving applications across industries such as AI, healthcare, finance, and identity management.

Nillion’s main offerings include:

  • Blind Modules: Pre-configured privacy-enhancing computation clusters for developers.
  • nilChain: A coordination layer for network governance, staking, and transaction processing.
  • Petnet: Orchestration tools to combine various privacy-enhancing technologies (PETs) like MPC, HE, and zero-knowledge proofs (ZKPs).

In Web3, Nillion addresses critical gaps in handling high-value data (HVD) by decentralizing trust for sensitive computations, positioning itself as a privacy infrastructure layer complementary to blockchain networks.

Technology​

Nillion’s stack combines cutting-edge cryptographic primitives and distributed systems:

  • Blind Computation: Executes operations on encrypted data without decryption, using MPC to split data across nodes and HE for computations on ciphertext.
  • Modular Architecture: Blind Modules can be deployed across independent clusters with customizable configurations (security thresholds, node count, hardware specs).
  • Hybrid PET Integration: Seamlessly combines MPC, HE, and ZKPs to optimize for specific use cases (e.g., speed for AI inference, robustness for financial modeling).

This approach solves the decrypt-compute-re-encrypt vulnerability in traditional systems, enabling secure collaboration on sensitive datasets while eliminating single points of trust.

Key Features​

  • Privacy-Preserving AI: Train and infer models on encrypted healthcare, genomic, or financial data.
  • Quantum-Resistant Security: MPC-based architecture future-proofed against quantum attacks.
  • Decentralized Clusters: Data distributed across nodes globally, with no single entity controlling decryption.
  • Regulatory Compliance: Enables GDPR/HIPAA-compliant data sharing for enterprises.
  • Cross-Industry Use Cases: Supports dark pools, private credit scoring, secure genomic analysis, and decentralized identity.
  • Interoperability: Integrates with blockchains and off-chain systems via APIs.
  • Developer Tools: SDKs for building custom Blind Modules and PET workflows.

Integration with Eliza​

While no official ElizaOS plugin is documented in public sources, the partnership likely leverages Nillion’s APIs to enable:

  • Secure Data Storage: Eliza users can store credentials, health records, or financial data on Nillion’s network.
  • Blind Computation Services: ElizaOS apps might interface with Nillion’s clusters for privacy-preserving AI inference or analytics.
  • Decentralized Identity: Cross-platform authentication using zero-knowledge proofs managed via Nillion’s PETs.

Technical synergies focus on combining Eliza’s user-facing applications with Nillion’s backend privacy infrastructure, enabling novel use cases like private portfolio management or healthcare diagnostics within the Eliza ecosystem.

Recent Developments​

  • Mainnet Launch: Operational since 2024, supporting projects like Ritual (blind AI) and Monadic DNA (genomic analytics).
  • Enterprise Adoption: Over 35 confirmed partners, including Aloha AI (dating app privacy) and Salt (confidential financial comparisons).
  • Token Launch: NIL token debuted on CoinList in March 2025, with a $750M FDV at launch.
  • Apple Alignment: Publicly cited as aligning with Apple’s vision for private AI, though Nillion emphasizes decentralized trust over hardware enclaves.
  • Roadmap Focus: Expanding Petnet’s orchestration capabilities and improving tooling for developers.

Market Position​

Nillion occupies a unique niche as a privacy compute layer, differentiating from transaction-focused chains (Zcash, Monero) and co-processors (Chainlink, Alephium). Competitors include Secret Network and Oasis, but Nillion’s PET-agnostic architecture offers broader applicability.

Key Partnerships:

  • Ritual: Decentralized AI inference.
  • Soarchain: Processed 130M+ privacy-preserved IoT data points.
  • Aloha: Privacy-first dating app infrastructure.

Adoption metrics remain undisclosed, but the network has attracted enterprises in regulated sectors like healthcare and finance.

This integration framework positions ElizaOS users to leverage Nillion’s privacy infrastructure for advanced, secure applications while maintaining compliance and user trust.