Member Spend Intelligence
Major Healthcare GPO
100h → 8hper member engagement
Hundreds of thousands of member purchases. The savings opportunity was real but invisible - the same product appeared under different descriptions, codes, and units of measure in every system it touched. Manual analysis of one member's basket took over 100 hours.
A semantic AI matching engine that cross-references every member purchase against the full national contract catalog regardless of how the product is described in either system. Unit of measure normalisation. ML ranking surfacing the highest-confidence match first. Delivered on the client's existing platform.
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