Empirik, which uses AI to predict and prevent IT outages by analyzing system changes and their effects, raised a $21M seed and spins out from Sequoia Capital (Marina Temkin/TechCrunch)

Empirik is positioning AI as a proactive layer for IT operations, using system-change analysis to predict and prevent outages before they affect users and the business. For CIOs and technology leaders, this signals a shift from reactive incident response to risk-aware change management, with potential benefits in uptime, service reliability, and reduced operational disruption. The $21 million seed round and spinout from Sequoia suggest growing investor confidence in AI-driven infrastructure resilience, which could reshape how IT organizations govern deployments, monitor dependencies, and prioritize reliability investments.