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Distribution & LogisticsVoice AI

Secondary sales visible in 24 hours instead of three weeks

Data lag
3 weeks → 24 hrs

The situation

Secondary sales data arrived weeks late — by the time head office knew what had sold through, the market had moved. Scheme claims were disputed because neither side had real-time data. The field force was measured on attendance rather than outcomes, and collections ageing was discovered too late to act on.

What we built

Distributor portal — with ledger, claims and scheme visibility — the reason distributors log in every day
Field force app — with offline order capture, so orders are placed from the retailer counter, not typed up later at the hotel
Scheme engine — validating claims against actual sales data in real time — no more disputed claims
Voice agents — on order confirmation and payment reminders, keeping collections current

Method

Industry
Distribution & Logistics
What was measured
Secondary sales data lag, portal adoption, claim disputes, order entry effort, collections ageing

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