A commercial AI product scaled to 90% touchless processing.
- Challenge
- High-volume product records required consistent classification, but fully manual review could not scale with the business.
- Approach
- A two-tier decision engine applied deterministic rules first, model reasoning second, and routed uncertainty through a multi-persona governance review and feedback loop.
- Result
- The product line reached 90% touchless processing while preserving a controlled path for exceptions and human review.