What The Context Company does
The Context Company is an AI observability platform that monitors AI agents in production and helps teams understand user behavior. It surfaces silent failures and user frustration that traditional logging and monitoring tend to miss, delivering insights where teams already work.
Key capabilities
The platform detects issues such as bad tool calls, infinite loops and hallucinations, and automatically flags frustrated or confused users. It clusters topics to reveal trending issues, analyzes thumbs-up/down feedback, and supports natural-language search across runs, steps and tool calls. Technical metrics cover tokens, latency and cost across models. Integration takes about five lines of code with no changes to agent logic, and it is compatible with frameworks including the Vercel AI SDK, LangChain and Mastra. Alerts, daily and weekly recaps, and searchable run data are delivered via Slack.
Who it's for
It is built for teams shipping AI agents who need to understand production failures and user behavior without extensive manual review.