What It Is
MLNavigator Inc. focuses on the practical application of deterministic AI in regulated sectors. We specialize in building systems that meet strict auditability and safety requirements, ensuring that AI reasoning is traceable and reproducible.
Why It Matters
Regulated industries cannot adopt "black box" AI. MLNavigator provides the bridge between advanced model capabilities and the rigorous documentation required for production deployment in aerospace, defense, and healthcare.
Key Features
- Auditability as a Safety Property - Core design philosophy for all systems.
- Regulated and Offline Deployment - Architecture that functions without cloud reliance.
- Verified Reasoning Trails - Using execution receipts to document decision paths.
- Compliance Integration - Mapping AI output to existing regulatory frameworks.
Applied Research
Our research focus includes deterministic inference runtimes, verifiable execution receipts, and quantization strategies that preserve numerical stability in high-stakes environments.