The retailer must govern its deployment context | AIGP
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The retailer must govern its deployment context: Which responsibility distinction matters most?

AIGP Understanding the Foundations of AI Governance Medium

The retailer governs its deployment context, integrations, and purchasing decisions even though the developer built the model.

The question

A retailer buys a demand-planning model from a developer. The developer documents model limitations, but the retailer changes input data, connects the model to purchasing workflows, and sets reorder thresholds. Which responsibility distinction matters most?

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  1. The developer remains responsible for every deployment decision.
    The developer owns development-related responsibilities, but the retailer controls deployment context, workflows, and consequential operating decisions.
  2. Shared responsibility means neither party needs a defined owner.
    Multiple parties may contribute responsibilities, but governance still requires documented ownership, authority, and escalation paths.
  3. Responsibility transfers entirely when the retailer signs a vendor contract.
    Contracting can allocate tasks, but it does not eliminate the retailer’s governance duties for its own use and decisions.
  4. The retailer must govern its deployment context and decisions. ✓
    Deployment organizations must account for how systems are configured, integrated, used, and governed within their operational environment.
The trap
Identify who controls the operating context and consequential decisions, not merely who built the model.

How to remember it

The retailer governs its deployment context, integrations, and purchasing decisions even though the developer built the model.

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