Building Trust at Scale for Growth and AI: What to Do First, Next, and Later in Data Governance

Building Trust at Scale for Growth and AI: What to Do First, Next, and Later in Data Governance gives business leaders a practical roadmap for making data governance real. Decisions move faster, risk goes down, and AI can be used responsibly. We’ll start with what it looks like to go from zero to one, focusing on the few basics that create clarity and momentum without boiling the ocean. From there, we’ll talk about moving from one to ten, where you take what worked in the early wins and expand it into a consistent way of working across teams and domains. Finally, we’ll cover ten to one hundred, where governance becomes part of “how work gets done” through automation and built-in controls as data and AI usage grows. You’ll walk away with a clear “first, next, later” view of what to prioritize, what outcomes to expect at each stage, and how to sponsor progress without slowing the business.