Enterprise AI isn’t about hype, it’s about operations.

I loved this podcast because it highlights something I see every day working with law firms:

AI doesn’t fail because of the technology.
It fails because there’s no structure around it.

The firms getting real value from AI aren’t trying to be “AI-first.”
They’re focused on solving real operational problems:

→ Reducing low-value admin
→ Improving intake and client experience
→ Speeding up billing and cash flow
→ Giving attorneys more time in their zone of genius

And it always comes back to the same things:

Clear leadership support
Defined priorities
Governance (yes, even for AI)

The most interesting shift?
We’re moving toward teams that manage both people and digital workers.

That’s not a future problem; it's happening now.

The firms that win won’t be the ones using the most AI tools…
They’ll be the ones using AI intentionally within a strong operating system. Having a "Hackathon" like Candy suggests is genius, pulling teams together to find best use cases for AI.

Clarity first. Always.

Link to the podcast Link to the podcast - Listen on Apple Podcasts: https://podcasts.apple.com/gb/podcast/episode-20-enterprise-ai-in-practice-with-candy-liu/id1681759466?i=1000758073734