We fuse AI, blockchain, and cryptography to secure IoT at scale. Our platform enables privacy-preserving intelligence, tamper-resistant device telemetry, and resilient machine networks.
Proofs over data, never raw data in transit.
Learn locally and adapt in real time at the device.
Attest, coordinate, and recover across verifiable rails.
Federated + encrypted inference keeps data on-device.
ZK proofs attest to data integrity across the chain.
Self-healing, peer-to-peer device coordination.
Immutable event streams and policy-aware routing.
Secure coordination primitives under real-world constraints.
Transparent post-incident proofs and lineage.
Notes on privacy-preserving ML, verifiable data flows, and resilient networks.
2025-01-05
Patterns for verifiable device events and integrity without central trust.
Read →2024-12-18
Keeping data on-device while coordinating robust model updates.
Read →2024-11-02
Using attestations and proofs to coordinate machines at scale.
Read →Small, focused, and mission-driven. Building verifiable AI for machines.
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