“Deliver & Measure Automation ROI”
summary
Automation ROI becomes measurable with a six-step loop: identify decelerators, quantify them with a clear problem statement and a numeric hypothesis (example: DDE from one day to one hour), prioritize against business and tech debt, act and measure results versus the hypothesis, learn and pivot (use observability, SRE techniques, SLIs/SLOs, feature flags), and share success internally or publicly. Avoid vanity metrics and report real impact in time saved, defect reduction, or cycle reliability.
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