Observability and Application Monitoring · Founded by Rohil Agarwal & Arman Kumaraswamy in 2025

The Context Company

Understand how users interact with your AI agents. Detect frustration, analyze user feedback, cluster topics, and catch silent failures—all with 5 lines of code.

Cost

Free Tier

Time to value

Quick Setup (< 1 hour)

You can use The Context Company to understand how users interact with your AI agents. It detects user frustration, analyzes feedback, clusters conversation topics automatically, and catches silent failures like bad tool calls and hallucinations. The system provides real-time alerts for critical issues, tracks technical metrics like latency and token usage, and generates weekly reports with actionable recommendations. You can set up custom pattern monitoring for competitor mentions, escalation keywords, and compliance phrases across all conversations.

What The Context Company does

Set up monitoring for AI agent conversationsConfigure custom pattern detection rulesAnalyze user frustration levels across conversationsTrack AI agent performance metrics and costsCreate alerts for critical failure thresholdsReview weekly performance reports and recommendationsMonitor tool call accuracy and execution timesCluster conversation topics for trend analysisDetects user frustration and confusion in conversationsAutomatically discovers and clusters conversation topicsCatches silent failures like infinite loops and hallucinationsMonitors custom patterns like competitor mentionsTracks technical metrics including latency and token costsProvides real-time alerts for critical issuesGenerates weekly reports with actionable insightsIntegrates with 5 lines of code setup