What the source reports
Aggregate benefits depend on improvement within affected tasks and the share of activity those tasks represent. Estimates are sensitive to assumptions about capabilities and exposure.
02 / OUR INTERPRETATIONWhat it means for an assessment
Build the business case from actual workflow volumes, achievable change and adoption assumptions.
What needs caution
Model-based estimates are not observed company outcomes or a settled forecast of future AI impact.
A question to bring to the client case
How much of the actual process can change, at what frequency and with what adoption? Build the estimate from those components, then subtract checking and running costs. A large improvement in a small, infrequent task may have little effect on the whole business.
The practical interpretation is Versta’s. The linked source provides the research evidence; suitability and expected value must be assessed for the customer’s own circumstances.