An internal AI implementation is not a weekend hackathon project.

Question

And building an AI tool isn’t simply throwing GPT at a problem.

Yet inside companies, this is happening most of the time:

• Business says yes to an AI idea

• Tech rushes to build

• Misalignment begins

Because later, every “Can you just add this one thing?” has real cost, and real consequences.

AI implementation is a long game of:

• “Real” problem discovery

• Messy implementation

• Continuous (if not lifelong) evolution

Building AI isn’t the hard part today.

Keeping it valuable and trustworthy? That’s where the real work begins.

Plan accordingly!