The Ultimate Guide to Data Provisioning

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Data governance has grown up. Data access hasn’t.

Your organization has built real governance programs, policies, controls, catalogs. But when someone actually needs data, they’re still filing a ticket, waiting weeks, and hoping nothing falls through the cracks.

Data provisioning closes that gap. This guide explains what it is, how it works, and what it takes to deliver governed data access at the speed your business (and your AI) actually demands.

What’s inside

  • What data provisioning is…and why it’s a discipline distinct from data security or access management alone. A clear-eyed look at a category that’s overdue for a name.
  • Why the old model is breaking: tickets, static roles, and manual approvals were never built for data. They’re not just slow; they’re becoming a strategic liability as the number of data consumers grows.
  • How governed access actually works: The two models that make provisioning scalable: automatic, policy-driven access for what can be predicted, and intelligent request workflows for everything else. Plus what it means to keep compliance continuous rather than periodic.

What AI changes: AI agents are now the fastest-growing data consumer. This guide explains what that means for access governance and how to extend the provisioning model to handle it.