Nelix builds InferEdge JBIA accelerators and TrustCore-secured processors that deliver Proof-Carrying Inference — completion transactions with cryptographic proof — for power-constrained, connectivity-limited, and mission-critical systems.
Across critical infrastructure, AI workloads are moving from cloud-only pipelines to field edge deployment — but most inference still runs on general-purpose compute or imported accelerators designed for datacenter power, connectivity, and trust assumptions.
Every industrial controller, grid sensor, and edge gateway inherits external security models and supply chains that were never built for attested, local inference under intermittent power, constrained bandwidth, and sustained high ambient temperatures.
The consequences are real. Models stall when connectivity drops. Power budgets exceed edge envelopes. Systems operate on accelerators that cannot be independently verified — while operators need deterministic INT8/INT4 inference in sub-15 W at the edge.
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Technical briefings for infrastructure operators, OEM partners, and investors evaluating attested inference silicon — from AII architecture and proof-carrying export to tape-out milestones.
Defines Attested Infrastructure Inference (AII) — joule-bounded completion via ICSM, TrustCore™ attestation, and Proof-Carrying Inference (PCI) for systems that cannot depend on the cloud.
Company thesis on infrastructure inference silicon — market positioning, FPGA validation path, pre-seed milestones, and the route from design completion to first InferEdge™ tape-out.
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Talk to our team about secure AI inference architecture, TrustCore-secured accelerators, and the path to Nelix silicon.