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What is this workflow worth fixing?

Estimate the annual effort tied up in a repetitive workflow, the capacity a realistic automation could recover, and whether an implementation cost has a plausible payback.

Capacity is not automatically cash savings.

Recovered hours may become faster service, more throughput or avoided hiring rather than a direct reduction in payroll. Treat the result as a business-case input, not a promise.

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Check whether the workflow is actually a good AI fit.

A positive ROI estimate is not enough. Evaluate the workflow's repetition, data readiness, judgement and risk before choosing AI as the intervention.

Run the AI opportunity scan