# Reduce Operating Costs with AI | Kemeny Studio

> Where AI cuts operating cost in LatAm: documents, matching, support. Hours, not headcount. Published school-list result: 190,325 items, 97.9% list-level success, Chile.

Operating cost falls when paid minutes per item fall. The published school-supplies case (Chile, in production since Dec 2025) extracted 190,325 items across 7,563 lists at 97.9% list-level success, with 95.7% resolved on first pass and 4.3% sent to human review, at about US$0.01 per list. We do not claim a time saving on that case. Pillar: https://kemenystudio.com/ai-implementation-cost. Spanish: https://kemenystudio.com/es/reduccion-costos-operativos-ia

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