SylloTips

Syllotips is continuous improvement software for enterprise AI agents. It watches how an agent performs, identifies where it goes wrong, and routes the gap to a human expert whose correction is stored and reused, so the agent does better on later runs. The product addresses failures in answer quality, tool selection and task sequencing, including retrieval agents that cite outdated documents or invent rules when a source says nothing. Its failure attribution feature traces a faulty run step by step and shows the evidence behind the error, such as what was retrieved and what was missing. Experts then supply an approved answer, which the platform keeps as governed memory and applies across similar questions and workflows. A reliability monitoring layer tracks agent behavior over time. The vendor frames the current release, Syllotips v3, around improving planning, tool calling and retrieval through human in the loop validation. It is aimed at teams running production chatbots and planning agents in settings such as telecom, insurance and financial services, where wrong answers carry cost. The home page includes an interactive sample walkthrough. The vendor does not publish prices; access starts with a demo request.