Episode 3: Your AI Has a Better Memory Than Dave from Accounting

Every company has a Dave.

You know exactly who I’m talking about.

Dave has been there for fifteen years. He somehow remembers why you changed payroll vendors in 2018, why legal refuses to use one specific contract clause, and why everyone avoids scheduling customer meetings with one particular procurement manager after lunch.

Nobody knows how Dave knows these things.

He just…does.

Then one day Dave retires.

Or joins another company.

Or decides he’d rather spend his mornings on a golf course than explaining, for the seventeenth time, why nobody should touch that one spreadsheet everyone is terrified of.

And suddenly everyone realizes Dave wasn’t just doing his job.

Dave was carrying around half the company’s institutional memory.

Every organization has people like that.

The account executive who remembers every customer objection from the last decade.

The support engineer who can hear one sentence from a client and immediately say, “I’ve seen this before.”

The project manager who somehow knows which stakeholder needs the update before anyone asks.

The scary part?

Most of that knowledge never makes it into Salesforce.

Or Confluence.

Or SharePoint.

Or whatever knowledge management platform your company spent a small fortune implementing five years ago.

It lives inside people.

That’s worked reasonably well for decades because businesses had no alternative.

Now we do.

One of the most overlooked benefits of AI has nothing to do with writing emails faster or summarizing meetings.

It’s that AI doesn’t have to forget.

Every customer call can teach it something.

Every implementation can improve the next implementation.

Every mistake becomes another lesson instead of another story that disappears when someone changes jobs.

That doesn’t mean AI replaces Dave.

Far from it.

Dave is still the one recognizing patterns, making judgment calls, and mentoring younger employees.

But maybe, just maybe, the next Dave doesn’t have to spend ten years rediscovering everything the last Dave already learned.

That’s a future I’m excited about.

Because organizations shouldn’t have to rebuild their institutional knowledge every time someone updates their LinkedIn profile.