Pilot, Iterate, and De‑risk Automation
Start small, learn fast, and protect the customer experience. Choose a narrow slice of work with clear boundaries, measurable outcomes, and motivated owners. Run time‑boxed pilots with rollback plans and visible dashboards. Compare manual, semi‑automated, and automated paths to prove value. Celebrate learning, not just success, and adjust standards as reality teaches. This disciplined approach reduces fear, keeps momentum, and turns automation from a gamble into a repeatable path your team can trust.