Backed byYCombinator

Understand Your AI Agents in Production
and Fix What's Failing.

See how users interact with your agent, catch silent failures, and get the context directly in your workspace to fix issues fast.

Pain point detection

Automatically detect when users are frustrated, confused, or abandoning tasks. Surface the exact moment things went wrong.

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Journey mapping

See the full path users take through your agent. Identify where they drop off and why.

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Conversation replay

Replay any conversation exactly as the user experienced it. Debug with full context, not just logs.

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Silent Failure Detection

Catch the Failures your Logs Miss

Tool call failures

Detect when tool calls return unexpected results or silently fail without raising an exception.

Hallucination detection

Identify responses where the model invented facts, ignored context, or contradicted earlier statements.

Goal completion tracking

Know whether users actually accomplished what they came to do — not just whether the agent responded.

Alerts & Reports

Production context where
your team already works

Get notified when something breaks and see exactly what went wrong. Delivered to Slack, Discord, email, or wherever your team lives.

Custom Pattern Monitoring

Track patterns that matter to your business

Competitor mentions

Know when users bring up competing products or compare your agent to alternatives.

Feature requests

Surface the features users ask for most — straight from their own words.

Custom signals

Define your own patterns to track. Monitor anything from compliance keywords to brand language.

Insight Search

Query your agent's runs in plain English

No query language, no SQL, no data team required. Just ask in plain English and get answers from your agent's real production runs — instantly.

Technical metrics

Cost, latency, and cache — fully visible

Token Usage

Track token consumption per run, per user, and per tool call.

Latency Breakdown

See where time is spent — model calls, tool execution, or retrieval.

Cache Hit Rate

Identify repeated queries that could be cached to cut costs and speed up responses.

instrumentation.ts
// register your agent in 5 lines
export async function register() {
if (process.env.NEXT_RUNTIME === "nodejs") {
const { registerOTelTCC } = await import("@contextcompany/otel");
registerOTelTCC();
}
}
Quick Setup

5 lines of code to production

Drop in without modifying your agent architecture (Vercel AI SDK, Claude Agent SDK, LangChain, and more).

Security & Compliance

Enterprise-grade security for AI data

SOC 2 Compliant

Independently audited security controls.

GDPR Ready

Support for access, deletion, and control.

PII Redaction

Sensitive data redacted at the edge.

Zero Data Retention

Privacy-first architecture with zero data retention options.

Start shipping reliable agents today.

5 lines of code. Failures detected. Context delivered.

All Systems Operational
AICPA
SOC 2
The Context Company Inc. 2026
Made in Semiotic