06/25/2026
The cost of building AI is dropping faster than organizations can govern it. Here’s why that’s a problem.
Imagine your HR teams spin up models or agents to help them analyze resumes. One on level, they’re moving quickly to solve a specific problem, which seems worthwhile.
However, collectively, when each department is doing something similar, this tangle of ungoverned AI bots has a very different effect.
Data becomes mismatched, maintenance becomes harder, and data of various types gets tangled together and exposed to public AI tools. The costs compound fast.
If you’re going to embrace AI, you need to think it through first.
Are you deploying AI at the perimeter of the organization, or do you want AI to fundamentally change how you operate at the foundation? Those two approaches require dramatically different strategies.
There’s a lot of excitement about AI, but businesses owe it to themselves to slow down and be strategic, so that enthusiasm doesn’t become confusion or regret twelve months down the road.