Self-driving observability, evals, and gateway for AI agents
Respan (formerly Keywords AI) gives teams a unified control plane to trace and evaluate agent behavior without guesswork, automatically surface issues, and fix what breaks faster. Respan connects production observability, automated and human-in-the-loop evaluations, and an adaptive AI gateway to close the loop between detection, decision, and action - so agents improve continuously in production.
Respan is trusted by 100+ AI startups and enterprise teams. Today, the platform process 1B+ logs and 2T+ tokens every month, supporting more than 6.5M end users.
Andy Li
CEO @ Respan (formerly Keywords AI) - observability, evaluations, and AI gateway for agents World-class AI teams use Respan to: - trace and evaluate agent behavior without guesswork - automatically surface issues - fix what breaks, faster Previously @ UIUC (dropped out) and Apple Product Design
Andy
Co-founder of Respan (formerly Keywords AI), met Raymond at the University of Illinois as engineering students and started by building an API to dynamically route LLM calls.
Raymond
Co-founder of Respan (formerly Keywords AI), met Andy at the University of Illinois as engineering students and started by building an API to dynamically route LLM calls.
Andy Li
CEO @ Respan (formerly Keywords AI) - observability, evaluations, and AI gateway for agents World-class AI teams use Respan to: - trace and evaluate agent behavior without guesswork - automatically surface issues - fix what breaks, faster Previously @ UIUC (dropped out) and Apple Product Design
LinkedInRaymond Huang
CTO @ Respan (formerly Keywords AI) - the developer platform to for agent observability & evals.
LinkedIn