Your AI is faster. Is the business outcome better?

Key findings

• A faster task is not yet an accepted operating outcome. The gap between them is what this report calls AI value leakage, an analytical lens rather than a measured loss.
• Value can leak at five stages: evidence, interpretation, handoff, action and learning. Find the failure before prescribing a tool.
• Measure effort per accepted case and elapsed time to an accepted outcome, because freed capacity is not automatically a cash saving.
• Start with one recurring workflow where evidence can be inspected, the outcome can be observed and failure can be contained.

What is inside

• A five-stage leakage map and what to inspect at each stage
• A worked economic illustration, labeled synthetic
• Bounded first workflows in six fields
• A 30-day diagnostic with deliverables
• Three conditional 2027 scenarios and the board questions
• A companion measurement worksheet

For executives responsible for AI investment, business intelligence, operations and transformation. 12 pages, PDF, plus a CSV worksheet. Version 1.0, evidence cutoff November 3, 2026.