Reflexio

Reflexio is a platform for behavioral learning that transforms AI agents into systems capable of self-improvement. It does this by learning from actual user interactions and deriving practical lessons. The platform records corrections, unsuccessful strategies, and successful outcomes, transforming them into understandable behavioral rules. These rules are then applied by agents in future interactions without the need for retraining. Each learned behavior is compared against a control response and can be audited and reversed if it proves ineffective. Reflexio can be integrated with existing agents based on large language models using a lightweight SDK, Python, REST, or CLI. It supports various deployment models, including fully managed, bring-your-own-key, bring-your-own-database, and fully self-hosted options.