Establish the baseline
Measure the current workflow, demand, effort, exceptions, quality, delays, and decision consequences with the people who own the work.
Explore Continuous Improvement ↗Transformation value model
Make the value
assumptions visible.
Build an initial, transparent hypothesis for time released by an improved workflow. Then test every assumption in discovery.
Use the result responsibly
A hypothesis for discovery.
Not a business case.
The calculator makes assumptions visible so operational and finance leaders can decide what needs evidence. It does not estimate revenue, risk reduction, quality, customer outcomes, or cash savings unless those benefits are separately defined and validated.
Govern the measures
Agree definitions, sources, ownership, timing, attribution, and the difference between released capacity, avoided cost, and realized financial benefit.
Explore Business Intelligence ↗Test adoption and control
Validate sustained use, implementation effort, run cost, human oversight, exception handling, and the evidence required to change, scale, pause, or stop.
Explore AI readiness and governance ↗