Cost reduction does not come from replacing everything with AI.
It comes from redesigning repetitive process steps:
- automatic triage
- assisted drafting
- data extraction and validation
- exception routing
Guardrails that protect quality
- Human approval on high-risk decisions
- Confidence thresholds for automation
- Continuous review of wrong-answer patterns
- Weekly KPI reviews for quality and speed
The best programs reduce cost and improve customer outcomes at the same time.