Use a structured decision path to approve, constrain, or reject a vendor dataset that lacks adequate documentation.
Vendor decision A vendor offers a large behavioral dataset for a customer-propensity model, but the team cannot tell how the records were collected or which users were excluded. A signed contract can lock bad assumptions into multiple downstream models. Procurement discipline Provenance before performance Treat dataset buying like risk transfer that still stays on your balance sheet. Shortcut Buy because volume and speed look irresistible. You reduce the chance of importing invisible bias at scale. Procurement does not transfer accountability for harmful use. Rights check The vendor's deck is vague about collection. What is the best first move? Coverage check…
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