DePIN Sensor Data Confidential Computation

Secure enclave computation using Intel SGX or AMD SEV. We isolate sensitive sensor data processing from the host system, ensuring raw data never leaves the protected environment, enabling privacy-preserving analytics.

Generate cryptographic attestations (e.g., Intel Attestation Service) and zero-knowledge proofs (ZK-SNARKs/STARKs) for every computation. We provide immutable, auditable proof that data was processed correctly within the secure enclave, establishing trust without revealing the data.

Reliable, tamper-proof ingestion of off-chain sensor data. We build custom oracle networks with multiple node operators and consensus mechanisms to feed verified environmental, industrial, or mobility data directly into your confidential computation pipeline.

Deploy computation results as verifiable assets or triggers across multiple blockchains. We enable your confidential data outputs to interact with DeFi on Ethereum, data markets on Filecoin, or smart contracts on Solana, maximizing utility and liquidity.

Efficient smart contracts to receive, store, and act upon verifiable computation results. Built with Solidity 0.8+ and OpenZeppelin patterns, our contracts minimize gas costs for minting data NFTs, triggering payments, or updating on-chain states.

Comprehensive security review covering the TEE setup, proof generation, oracle network, and smart contracts. We partner with leading firms like Trail of Bits to deliver audit reports that provide third-party validation for your enterprise clients and users.

Process sensitive sensor data (e.g., location, biometrics, industrial metrics) on-chain without exposing raw inputs. Enables privacy-preserving DePINs for healthcare, logistics, and smart cities.

Why it matters: Unlock new data markets and partnerships by proving computations without revealing proprietary or personal information.

Every data transformation is cryptographically verified on-chain, providing an immutable, trustless audit trail. Built with verifiable computation frameworks like RISC Zero.

Why it matters: Guarantee data provenance and computation correctness to regulators, enterprise clients, and data consumers, reducing compliance overhead.

Deploy high-throughput, confidential oracles that feed verified sensor data to smart contracts. Integrates with Chainlink Functions or Pyth for hybrid on/off-chain logic.

Why it matters: Build real-world asset (RWA) applications, dynamic NFTs, and automated IoT systems with guaranteed data privacy and reliability.

Mint programmable tokens (ERC-20, ERC-1155) representing ownership or access rights to processed sensor data streams. Includes royalty and revenue-sharing mechanics.

Why it matters: Create new revenue models by tokenizing data streams, enabling fractional ownership, automated micropayments, and seamless integration into DeFi.

Full-stack security from hardware (TEEs) to smart contracts. Includes formal verification of critical circuits, audits by firms like Trail of Bits, and secure key management.

Why it matters: Mitigate the #1 risk for DePINs—data breaches. Protect your network's integrity and user trust from day one.

Plug-and-play SDKs and APIs to connect existing IoT fleets (Helium, IoTeX, peaq) to our confidential computation layer. Deployment in weeks, not months.

Why it matters: Accelerate your MVP launch and scale existing sensor networks without rebuilding infrastructure, saving 6+ months of development time.