AI policy engine that constrains frontier models to complex organizational policies with cryptographically attestable audit trails.
CTGT is an applied AI interpretability lab that productizes mechanistic interpretability to enable safe, guaranteed edits to LLM behavior without retraining. Its policy engine acts as a logic compiler that constrains any frontier model to complex organizational policies at the moment of output, achieving up to 80% lower inference costs when paired with open-source models. Demonstrated improvements include doubling legal reasoning accuracy (39% to 78%) versus standard RAG and maintaining 96% integrity in identity resolution. Designed for regulated enterprises requiring SEC, FINRA, and organizational compliance. CTGT is a product of CTGT.