Are you making these AI mistakes?

Many organizations approach AI the same way they approach software.

Buy licenses. Launch pilots. Tell teams to experiment.

It looks like progress… but it’s not delivering results. 

We’ll be sharing one question every other day. Each answer is intentionally concise: one thought that compounds into smarter AI leadership.

Today’s Question:
What mistakes do companies make when they first start using AI?

What often emerges is something else entirely.

More reports are produced. More analysis gets generated. More slides get built.

Yet decision quality doesn’t improve.

AI becomes valuable only when it’s embedded in how work actually flows through the organization.

Otherwise, it’s just activity at scale.

If you’re curious for more, you can explore the full series here:
[Explore the full AI Operating Model Series]

Kind regards,
Michael DeNunzio
Managing Director, PVAI Consulting
[email protected]