Episode 5: I Think CIOs Are Starting to Ask the Wrong Question
Over the past year, I’ve noticed something interesting in conversations with enterprise leaders.
The first twenty minutes of almost every AI discussion still sound familiar.
Which model are you using?
How are you handling security?
What about hallucinations?
Can it integrate with our existing systems?
Those are all good questions. They should be asked.
But somewhere around the middle of the conversation, the discussion almost always shifts.
Someone asks, “What happens if we switch platforms in a few years?”
Most people think they’re asking about migration.
I don’t think they are.
They’re asking about memory.
For decades, migrating enterprise software was mostly a data problem. You exported records, mapped fields, tested integrations, trained employees, and eventually moved on. It was painful, but it was predictable. If you had your data, you had your business.
AI changes that equation.
Imagine your AI has spent five years sitting alongside your sales team. It’s listened to thousands of customer calls. It’s seen which proposals win, which negotiations stall, and which objections almost always signal that a deal is at risk. At the same time, it’s learned from support engineers, implementation managers, customer success teams, and product leaders. It has quietly accumulated patterns that nobody intentionally taught it. They emerged because the organization kept working and the AI kept learning.
Now imagine replacing that platform.
Can you export customer records? Absolutely.
Can you migrate documents? Of course.
But can you move five years of accumulated organizational learning?
That’s a much harder question.
I don’t think most enterprises have an answer yet.
And honestly, I don’t think most vendors do either.
That’s why I believe we’re approaching a completely different kind of technology decision. Companies won’t just evaluate AI platforms based on features, pricing, or model performance. They’ll start evaluating them based on something much harder to measure.
Can this platform become part of our long-term institutional memory without trapping it there?
The organizations that solve that problem won’t just have better AI.
They’ll have a better way of protecting one of the few assets competitors can’t easily copy.
Their experience.
Their judgment.
Their Company Brain.
