Systems
Production infrastructure we built and operate. Every system includes real metrics and links to evidence.
ConstantSense Edge AI
Ten production models for phones, wearables, and microcontrollers. Heart screening, fall detection, industrial monitoring, document classification. Each benchmarked on approximately 100 real devices.
AURE Sovereign AI
A private AI assistant that runs on a single desktop machine. Query your documents, your data, your processes. Runs on a DGX Spark or Mac Studio with a vector-augmented retrieval pipeline.
FinSense
Financial sentiment classification that runs on-device. Scores headlines as bullish, bearish, or neutral. Works in English, Spanish, Chinese, and Japanese.
AURE Provenance
Cryptographic model signing. Every artifact we ship is Ed25519 signed. Verify provenance, integrity, and chain of custody before deployment.
Constant Framework
504+ machine-checked mathematical theorems across three proof assistants. When software correctness matters — medical devices, financial logic, safety systems — we prove it.
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