coverage gap analysis

BluelightAI provides AI interpretability for systems in production. It reads existing test and production traces at the concept level to surface behavior that evaluations never described, showing why a model failed before it reaches production. It serves data science, risk, and engineering teams in banking, financial services, insurance, healthcare, and defense, using Topological Data Analysis and mechanistic interpretability.

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cross-layer transcodersMechanistic Interpretabilitysparse autoencoderstopological data analysistrace analysis