Empirik

Empirik is an AI-powered observability platform that helps engineering teams understand the impact of infrastructure changes before they happen. The company's AI agent captures engineer intent from pull requests and change tickets, maps changes across live environments, and provides blast radius analysis to prevent incidents and reduce deployment risk. Empirik serves DevOps and infrastructure teams across cloud, SaaS, and on-premises environments, enabling safer deployments and continuous production assurance.