What’s the biggest challenge organizations face with AI right now?

Across industries, organizations are actively experimenting with AI.

But something is missing.

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’s the biggest challenge organizations face with AI right now?

Clarity.

Leaders know the technology is powerful. But most organizations still lack a clear path from experimentation to measurable outcomes.

We see the same pattern repeatedly:

• AI licenses purchased

• pilots launched

• teams experimenting

But no operating model behind it. For AI to work at scale, leadership needs three things:

• a plan

• resources aligned to that plan

• a real budget

Without those, experimentation turns into noise.

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]