Reflexio is a behavioral learning platform that turns AI agents into self-improving systems by extracting actionable lessons from real user interactions. It captures corrections, failed paths, and successful outcomes, converting them into readable behavioral rules that agents apply on future runs without retraining. Each learned behavior is scored against a control response, auditable, and revocable if it proves unhelpful. Reflexio integrates with existing LLM-based agents via a lightweight SDK, Python, REST, or CLI, and supports fully managed, bring-your-own-key, bring-your-own-database, or fully self-hosted deployment models.