Failure PatternDecision layer
Low Adoption (Client Resistance)
Symptom: Client team doesn't log actions. Root cause: Too complex workflows for client maturity.
By InnovaAI Research
How do you recognize it?
- •Client team doesn't log actions
- •Automation is ignored
- •Value is not perceived despite setup
Why does it happen?
- •Too complex workflows for client maturity
- •No training/handoff
- •No visible win within 7 days
How do you fix it?
- •Simplify the workflow and reduce steps
- •Run handoff and show the full loop
- •Deliver a fast first win tied to one metric
Prevention Resources3 linked resources