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Case Studies

Representative outcomes from our engagements (anonymized).

Pharma Wholesaler — Shipping AI

AI-driven box selection and DIM-weight prediction reduced freight spend by 6.3% and decreased repacking events by 72% across 12,000 SKUs

Manufacturer — GTN Automation

Automated 80% of rebate matching processes and identified $1.2M in recoverable overpayments in the first 6 months.

Specialty Distributor — Forecasting

Transformer-based forecasts improved SKU-level accuracy by 27% and reduced expiry write-offs by 18% year-over-year.

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