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AI Stewardship in Regulated Industries

Running Time: 42 minWebinar·May 08, 2026
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0:00Welcome to the StewardIQ deep dive on the Intelligent Data Management Cloud.
0:12In the next forty minutes we'll walk through the auditability problem that every regulated AI program runs into.
0:34Most teams treat prompts as ephemeral. We're going to argue that the prompt itself is the new control point.
1:02We'll show how prompt capture becomes evidence, how model version locking prevents silent drift, and how stewards stay accountable.
1:50Let's start with a story from a top-five life sciences customer who shipped a Part 11 AI workflow in nine weeks.
2:48The pattern they followed is the same one we'll generalize today: name the human, capture the prompt, lock the model.
4:00Now, on to the architecture. The reference design centers on a steward control plane sitting beside the model gateway.
5:20When a model output is generated, the system writes a tamper-evident signature record into the governance ledger.

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