pilot evaluation

Measuring AI Progress Beyond Tool Usage

Faster drafting can create more checking downstream. A worked example shows how to connect tool activity with total effort, quality and client outcomes, so your evaluation captures what actually changed.

When an AI Pilot Stalls: Find the Breakdown Before Adding More Training

Low usage tells you something needs investigation. Follow a real attempt to use the tool, identify where the work breaks down and distinguish a training need from problems with access, information, task fit or ownership.