Failure PatternDecision layer
No QA (Quality Erosion Over Time)
Symptom: Small errors accumulate and create distrust. Root cause: No QA checklist.
By InnovaAI Research
How do you recognize it?
- •Small errors accumulate and create distrust
- •Outputs vary by team member
- •Clients notice inconsistencies before results
Why does it happen?
- •No QA checklist
- •No test harness for workflows
- •No review before deployment changes
How do you fix it?
- •Add QA checkpoint before any change goes live
- •Create a 10-lead test harness
- •Schedule weekly maintenance + review
Prevention Resources2 linked resources