Manage pullbacks from stores
How manage pullbacks from stores are reshaped as AGI capability advances.
The bottom line
Only about 15% of Manage pullbacks from stores is information work today — the rest is physical, and moves slowly. The exposure is concentrated in the back office: the books, the paperwork, the scheduling, the marketing.
Why: With no seeded child occupations to roll up, this composite's score is derived from its name ('Manage pullbacks from stores') and Retail Trade industry context. Pulling merchandise from retail locations is a reverse logistics process; aligning with the calibration anchor for managing and delivering physical products, the core value step requires hands-on physical labor to remove, pack, and transport goods from shelves, placing it solidly in the physical band.
grounded in the economy graph · digital scalar 0.15 · physical
Business-as-Code
Read as an executable program — the work decomposed into Code, Generative, Agentic, and Human.
Manage pullbacks from stores sits inside a larger value-flow — 1 parent structure it composes into. The hierarchy is grounding, not the story: it tells you which aggregate exposure Manage pullbacks from stores inherits.
Where Manage pullbacks from stores sits
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How the work flows
Trigger: A central merchandising team issues a directive to remove seasonal, overstocked, or recalled inventory from retail locations.
- Identify target merchandise and calculate pullback quantities
- Transmit pullback instructions and routing guides to store management
- Pick, pack, and stage designated items from the sales floor and backroom
- Coordinate reverse transportation to distribution centers or third-party liquidators
- Receive and inspect returning inventory at the processing facility
- Execute final disposition via vendor return, liquidation, or storage
- Reconcile corporate inventory records and issue store ledger credits
Outcome: Designated merchandise is physically transferred from stores to distribution centers or vendors and inventory ledgers are reconciled.