Case study
AI-assisted UX audit pipeline
Built a repeatable audit flow that turns findings into shipped fixes.
uxAIOperationsDelivery
Outcome
Three signals of impact.
- Audit time cut in half
- Clear prioritization from findings
- Cross-team alignment on fixes
Role and scope
Design + AI lead
Constraints
- Legacy UI
- High release cadence
Top decisions
- AI-assisted heuristics with human validation
- Direct link from findings to backlog
- Lightweight audit templates
Confidential details redacted where required.
Next step
If you want this outcome, we can scope the engagement quickly.