Our infrastructure verifies model outputs across independent nodes, with cryptoeconomic proof recorded on-chain. No black-box answers. No hidden weights. Just facts you can trust.
Build deterministic, auditable AI pipelines for healthcare, finance, legaltech, and Web3 protocols.
0 - 50 000
TPS
9.99 - 0.00025-$
Average transaction cost
600 - 0.1-sec
Instant finality
AI models are black boxes. Highlayer transforms them into auditable systems by verifying inference across independent nodes.
Each response is computed by a subset of nodes, checked for consistency, and cryptographically attested on-chain. Disputes trigger a fraud-proof window — securing AI truth without central control.
Highlayer is modular by design, integrating seamlessly with rollups, LLMs, and autonomous agents across domains.
Highlayer was built on lessons learned through years of blockchain development toward one goal: to enable the super scaling of decentralized applications without compromising the principles of web3.
Verifiable Inference Engine
Each model response is recomputed across multiple independent nodes using identical input parameters. Consensus is reached on output, and the result is attested on-chain — ensuring reproducibility, not guesswork.
Determinism Layer
Inputs, model weights, temperature, and randomness seeds are tightly controlled. This ensures outputs are not just similar — they’re cryptographically provable and reproducible across environments.
Fraud-Proof Protocol
Like an optimistic rollup, nodes can challenge invalid inference results. If fraud is detected during the verification window, slashing and re-validation mechanisms are triggered.
On-Chain Attestation System
Every verified output is hashed, timestamped, and published to-chain. Auditors, smart contracts, or users can retrieve the full inference context and verify integrity in real time.
Highlayer makes it easy to add verifiability to any AI system. Just submit your prompt and model parameters — the network handles multi-node consensus, inference verification, and on-chain attestation.
Whether you’re building agents, copilots, or enterprise AI workflows — Highlayer makes sure your outputs are untampered and gives a programmatic attestation for that.
Read dev docsHighlayer is the first protocol enabling cryptographic proofs of AI outputs — verified by independent nodes, with full reproducibility. From regulated industries to autonomous agents, this is infrastructure for a new class of trusted systems. View all articles
