CTGT builds a deterministic governance layer for enterprise AI systems. Its core product, the Policy Engine, sits between AI models and end users to enforce organisational policies in real time. The engine evaluates AI-generated outputs against a structured policy graph constructed from a company's specific data, rules, and regulations, ensuring compliance constraints are applied consistently across all models and use cases without requiring model retraining.
The company's technical focus spans AI alignment, reliability, generative AI governance, and policy enforcement. In testing, the Policy Engine doubled legal reasoning accuracy from 39% to 78%, maintained 96% integrity on identity resolution tasks, and achieved up to 80% lower inference costs when paired with open-source models. CTGT targets industries including finance, healthcare, and government, where regulatory compliance is a primary concern.
CTGT originated from research conducted at Stanford University. The company is backed by Y Combinator, Google's Gradient Ventures, and General Catalyst.
