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Lagrange Labs

Lagrange Labs builds cryptographic proof and coordination infrastructure for AI and autonomous systems. Its products include DeepProve, a zero-knowledge machine learning (zkML) system that generates verifiable proofs of AI inference; the ZK Prover Network, a decentralized, EigenLayer-secured proving marketplace for rollups, coprocessors and dApps; the ZK Coprocessor for verifiable blockchain computations; and Halo, a coordination engine for autonomous systems such as drone swarms. Clients span AI, defense (Lockheed Martin, General Dynamics, Anduril, Raytheon), enterprise (Oracle, IBM, Qualcomm, NVIDIA, Intel), and crypto/DeFi ecosystems (Coinbase, OKX, EigenLayer, Arbitrum).
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Description

Lagrange Labs is a cryptography and distributed-systems company engineering "the proof and coordination layer for AI and autonomy." Its core technologies include DeepProve, a zkML system that produces succinct cryptographic proofs that an AI model's inference was executed correctly on given inputs without revealing the model or data; the ZK Prover Network (LPN), a modular, horizontally scalable, EigenLayer-secured proving network with 85+ institutional operators (including Coinbase, Kraken, OKX and Nethermind) that provides universal proof generation for rollups, coprocessors, and applications; the ZK Coprocessor, which lets smart contracts run provable off-chain SQL-like queries over blockchain data; and Halo, a newly launched coordination engine that keeps distributed autonomous systems (e.g., drone swarms) synchronized under degraded or contested network conditions for defense and autonomy use cases. The company serves a broad mix of clients including AI infrastructure providers, defense primes and programs (Lockheed Martin, General Dynamics, Raytheon, Anduril), large enterprises (NVIDIA, Intel, Oracle, IBM, Qualcomm, AWS), and blockchain/crypto ecosystems and exchanges (Coinbase, OKX, EigenLayer, Arbitrum, Optimism, Base). Lagrange Labs is closely associated with the separately branded Lagrange Foundation, which appears to steward community/token aspects, and the $LA token underpins the proving economy.

Grant Funding

VC Funding

None
2023
2024

$0

$18M