
Channel Labs is an intelligence platform designed specifically for GenAI product builders. It enables teams to bridge the gap between technical AI performance and business outcomes by revealing invisible signals that determine user conversion or churn. The platform integrates production data to analyze AI conversations, providing tailored metrics and actionable insights. It helps identify underserved user segments with high conversion potential and detects friction points in real-time to prevent churn. Channel Labs focuses on measuring AI's true ROI across different user segments and tying it directly to revenue metrics, thus improving AI performance based on critical business metrics.

Channel Labs is an intelligence platform designed specifically for GenAI product builders. It enables teams to bridge the gap between technical AI performance and business outcomes by revealing invisible signals that determine user conversion or churn. The platform integrates production data to analyze AI conversations, providing tailored metrics and actionable insights. It helps identify underserved user segments with high conversion potential and detects friction points in real-time to prevent churn. Channel Labs focuses on measuring AI's true ROI across different user segments and tying it directly to revenue metrics, thus improving AI performance based on critical business metrics.
What they do: Intelligence platform that analyzes production AI conversations to tie model performance to business outcomes
Stage & founding: Founded 2024; pre-seed
Headquarters: Palo Alto, California
Founders / leadership: Archa (Archa) Jain (CEO) and Scott Kramer (CTO)
Notable OSS: Open-source tooling called JudgeMaker
Investors: South Park Commons (listed investor)
Analytics for AI-driven products; measurement of AI performance against business outcomes (conversion, churn, revenue).
2024
Analytics / Artificial Intelligence / Data Integration
“South Park Commons as an early backer”