Composo
A diagnostic platform that identifies and fixes silent failure patterns in production LLM applications.
Category: AI Data Analysis
Overview
Composo is an evaluation and monitoring platform designed to detect specific, domain-relevant failures in LLM applications. It analyzes production traces to uncover issues like hallucinations, unsupported inferences, and omitted information that standard test suites often miss.
How to use it?
Users connect the platform to their production traces to receive a comprehensive failure report. Domain experts then review and calibrate the findings, allowing the system to build guardrails and improve performance over a four-week onboarding process.
Features
Production trace analysis, automated failure categorization, domain-specific guardrails, expert-in-the-loop calibration, failure severity reporting