Kleene's ELT software pulls sources into your warehouse. Transforms define what revenue, customer and order mean for your team. This "semantic layer" is the only thing the LLMs or MCP see.
MCP is the door in for LLMs
MCP (Model Context Protocol) lets an AI client call tools securely. This lets it see your transforms, schema, logs and docs through it, without having to be in the Kleene.ai software.
Guardrails for security
Table previews are synthetic by default, with passwords and payment data removed. Access follows existing role permissions. Any code the AI generates is shown to you first, and you have final approval.