The Context Company provides observability for AI agents, enabling users to monitor their performance and troubleshoot issues effectively. Their solution is designed for the Vercel AI SDK, allowing developers to see detailed execution metrics of AI agents. The company aims to enhance the reliability of AI applications through precise monitoring.