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AI-MODEL-GOVERNANCE5 MIN READ

Commit To One AI Vendor Review Question

Commit to asking one high-signal AI vendor governance question before pilot expansion.

Ask one high-signal AI vendor governance question before pilot expansion, real-data upload, production integration, or decision use. AI model governance: prompts, files, outputs, embeddings, metadata, training use, retention, deletion, subprocessors, model version changes, incident notification, and evaluation evidence. Vendor question draft: Before we [upload real data / integrate workflow / expand users / rely on scores], confirm whether our prompts, files, outputs, embeddings, logs, labels, feedback, or derived metadata are used to train, fine-tune, evaluate, improve, or benchmark models for your service or for other customers. If yes, specify opt-out controls, retention period, subprocessors, deletion process, and contract terms. If…

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