The (Empty) ROI Slide

The Hardest Slide in Every Data & AI Strategy Deck.

You know the one.

It’s the slide where someone asks: “So what’s the ROI?”

And the room goes quiet.

Not because nobody cares. But because nobody can calculate it.

Data management doesn’t have an ROI. Not on its own.

Try putting “better metadata” into a spreadsheet. Try calculating the return on “consistent definitions.” Try explaining to your CFO that “fewer data quality issues” is worth €500K.

Good luck. Your calculator will catch fire.

And that’s where most data leaders get stuck. They try to build a business case for data management in isolation. As if governance has a payback period. As if a data catalog generates revenue.

It doesn’t work. And it shouldn’t.

Here’s the reframe that changed how I approach this:

Don’t build the business case for data management. Build the business case for the use cases it enables.

Data management is the accelerator. The use cases are the vehicle.

• Which use cases are blocked today because the data isn’t ready?
• What’s the business value of those use cases?
• What shared investment in data management makes them all possible?

That’s your business case. Not “data governance costs €200K.” But “these three use cases are worth €2M, and none of them ship without a shared data foundation.”

The ROI of data management is never direct. It’s always inherited from the things it makes possible.

Stop selling data management. Start selling what data management makes possible.

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