Vendors operations

Data & automation for vendors

A vendor owns the brand's result in the market but rarely has a fast, clean picture across partners, channels, and stock

Where it hurts

  • Sell-out is opaque: you see what ships to partners, not what actually reaches the end customer.

  • Partners send data in different formats, late, or with errors.

  • Plan execution is hard to track across channels, regions, SKUs, chains, and managers.

  • Purchase forecasting suffers from an incomplete or delayed view of sales.

  • Promotions and marketing are hard to judge against real impact on sales and margin.

One clear view of how the brand performs in the market — sell-in, sell-out, partners, and plan — with the deviations worth acting on surfaced automatically.

What we put in place

  • A single sell-in / sell-out picture across partners and channels.
  • Partner and dealer performance against plan, by region, SKU, and chain.
  • Plan-fact tracking with the deviations and the owner in one place.
  • Alerts when a channel, partner, or SKU drifts off plan.
  • AI summaries that explain what moved and why, without the manual assembly.

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