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Empirik announced its emergence as an independent company after a $21 million seed funding round, introducing an AI-powered tool for tracking system changes and estimating their effects before they turn into failures. The company targets DevOps and site reliability teams with a tool that approves low-risk changes and refers riskier updates for human review.