Failure Mode / 03
AI accelerated the wrong work
Signal
Task completion gets faster while the workflow remains unchanged.
Root cause
AI was added before the work was questioned.
Consequence
Waste and complexity become faster.
Redesign principle
Simplify or eliminate before automating.
Why this happens
A visible task is easier to automate than the system that created it. If the handoff, approval, duplicate record or unclear ownership remains, an AI layer can improve local speed while preserving the reason the work was inefficient in the first place.
Diagnostic question
What part of this workflow would no longer be necessary if the organization redesigned the decision or handoff behind it?