Trace Causes Behind Declining Customer Retention

A Python framework for designing LLM agents that explain outcomes through causal chains across results, processes, resources, and long-term context. Includes customizable domain templates, authority boundaries, a CLI, and MCP data integrations.

AI Agents | Python · LLM agents · causal reasoning