09/01/2026
The system that runs your whole company was built before anyone said "API" out loud.
We meet this business all the time. A distributor, a contractor, a manufacturer. Twenty years of orders, inventory and customer history living in software the vendor stopped improving long ago, and the answer to "can we connect to it?" is a polite no.
So the owner assumes AI is for other companies, the ones with modern systems.
It isn't, it just changes the plumbing.
Here's the build we reach for. Almost any system, even the old ones, can send a report on a schedule. So we have it email a CSV every night. The file lands in storage. Every morning an AI employee reads yesterday's snapshot and does the bulk of the job from that... the order review, the exception list, the report that used to eat someone's morning.
The live connection, if there is one at all, gets saved for the handful of moments that truly need this-minute answers. Stock on hand. A price for this customer, right now. That's usually the whole list.
Yesterday's data, reliably, turns out to be enough for most of the work.
If you're sitting on old software and wondering whether any of this applies to you, walk through three questions with your team.
Which parts of the job actually need up-to-the-minute data? Shorter list than you'd think.
What can the old system already export on a schedule? Ask the person who runs it, not the vendor's sales line.
How fresh is fresh enough for each task? For a lot of daily work, yesterday is fine.
We've built on nightly exports plenty of times and the work holds up. Walk before you run applies to data plumbing too.
Your systems don't have to be modern to put AI employees to work. They just have to be understood.
