We do not train black-box models on your data. We capture your experts' reasoning, then turn it into explicit knowledge and rules. Those serve as agent instructions. LLMs can make mistakes, so every agent's output is cross-checked by multiple models and reviewed.
We build a bespoke logic engine for you. Your expert data is isolated in a single-tenant environment. It is never used to train a universal model, and it never touches a public LLM training set. Your IP remains 100% yours.
The system captures experts as they work. It prompts experts to "think aloud", capturing verbal reasoning, not just data inputs.
Our systems structure this unstructured reasoning into a Human Information Processing Map (Cognitive Task Analysis).
The logic map is converted into deterministic rules. The "Black Box" becomes a "Glass Box."
We deploy agents that follow this logic profile. Their outputs are cross-checked by a second model, and every step is logged for audit.
Most AI models are pre-trained on public data. That works for language, but it fails for credit decisions. Decisive information isn't written on the web; it exists in the heads of your experts.
Senior credit officers are leaving faster than their expertise can be transferred.
The Cognitive Foundry stops brain drain. Expert knowledge is no longer lost. Human intelligence becomes institutional infrastructure: Encapsulated, Auditable, and Scalable.