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The Context Company

Turn production conversations into patterns your team can act on. Investigate from your ID

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The Context Company ingests traces and conversations from AI agents and analyzes them as they arrive, surfacing recurring patterns, topics, and account-level signals. It helps teams investigate production behavior, identify friction and unmet requests, and track how cost, quality, and usage change over time.

Core capabilities include pattern analysis on ingest, topic clustering, natural-language search over traces, reports and alerts, and an MCP workflow that lets a coding agent in the IDE pull runs, sessions, and patterns, inspect code, and propose fixes. Integrations cover Vercel AI SDK, Claude Agent SDK, LangChain, LangGraph, CrewAI, custom agents, and PostHog import, with text and voice transcripts supported.

It is aimed at engineering and product teams working with production agents. Plans include a free Developer tier with raw-run MCP access and a limited seat count, a Pro edition with automated pattern detection, Insight Search, Slack alerts, and usage-based overage beyond the included runs, and a custom-priced Enterprise edition adding HIPAA support, edge PII redaction, SSO, SLAs, and custom retention and residency.

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