CleeAI

CleeAI is a legal tool. CleeAI LKM is an infrastructure layer that sits above an enterprise LLM stack to route queries by cost, verify answers against confirmed sources and enforce governance with audit trails. It is in early access for regulated industries.

CleeAI positions its LKM, short for Large Knowledge Model, as a control layer that sits between an organisation's applications and the foundation models behind them, such as GPT, Claude or Gemini. Rather than replacing those models, it intercepts each query and applies three kinds of enforcement before an answer reaches production: cost routing, factual verification and governance. The pitch is that models will keep changing while the layer that controls them stays put. In practice, routing sends a request to a suitable model instead of defaulting everything to the most expensive one, and verification runs only where it is needed. For accuracy, the layer checks questions against confirmed sources and says so when evidence is absent, which the site illustrates with clinical trial summaries, financial metrics and analyst reports that may not exist. For governance, it intercepts risky requests, such as attempts to extract AML monitoring logic, before the model sees them, keeps an audit trail on every query, and applies AML and KYC rules as written so decisions stay consistent. The audience is enterprise teams in regulated sectors, including banking, financial research and pharma, where a fabricated answer or leaked proprietary data becomes a compliance event. The product is in early access, with a small number of teams onboarded individually through a waitlist, so evaluation means working with CleeAI staff on a specific use case instead of signing up and testing alone. Among alternatives, it overlaps with LLM gateways, guardrail tools and model routers, but bundles routing, verification and policy enforcement into one layer. The homepage lists plan tiers, though their feature lists read like placeholder text, so buyers should confirm scope and pricing directly with the company.