Practical AI. Measurable progress.
Measure before you automate
A short baseline prevents an impressive demo from becoming an unconvincing business case.
Measure the whole task
Record active handling, waiting, review and corrections separately. A faster first draft is useful only if the full process improves.
Keep a comparison set
Use representative work, including exceptions, and record the period and assumptions. Avoid comparing a clean demo with the hardest historical cases.
Illustrative calculation
If a task takes 10 minutes and a reviewed new process takes 7, the illustrative difference is 3 minutes per task. Multiply by validated volume, then subtract additional monthly operating costs. This is an example, not a measured client result.
Assess your starting point yourself, or work through it together.
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