Artiplane · fashion & luxury

Inventory rebalancing, from signal to measured result

The canonical use case: a coverage gap in Italy, excess in Germany, an STO approved within authority.

Use case

2026-09-10 · 7 min read

Key takeaways

  • The signal comes from the semantic layer, not from a report.
  • Simulation shows the projected impact before approval.
  • The result is measured seven days later and remembered.

The signal

The Stock Agent reads coverage per market on the canonical Product and flags Italy at 17.6 days against a healthy Germany.

Evidence arrives with its sources: SAP inventory, POS sell-out, commerce demand.

The decision

The Buyer Digital Worker proposes a transfer and simulates it: stock after the move, projected markdown avoided, alternatives.

Above the buyer's limit the decision routes to the merchandising director; nothing executes before approval.

The measure

The approved action becomes a registered STO with its reference, and seven days later the platform reports the measured effect.

That measurement is what turns one decision into a rule the organisation can reuse.

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