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Odd Lots · Friday, July 24, 2026

The Role of Technology in Centralized Corporate Control: Franchising and AI

Brian Calachi explains how technological advancements, from early broadband internet to modern AI, have amplified the control franchisors have over their operations. This allows for a level of surveillance and data-driven management that exceeds that of traditional vertically integrated companies, enabling franchisors to dictate worker performance and even communicate issues to franchisees about specific employees.

personBrian CalachicompanyMcDonald'scompanyUS SteelcompanyGeneral Motors

The tape

3 quotes
It absolutely does, and it started in the nineteen nineties with broadband internet and is accelerated now with AI for sure. So think about the nineteen sixties, right, you want to have this legal structure where this independent operator is operating the restaurant they kicked me back, or royalty. I try to control everything they do, But how can you wear the control you can? There's fax machines, there's telephones. You can send secret shoppers, but there's only so much you can really do.
Brian Calachi
By the nineteen nineties, particularly with broadb interne connected to the cash registers through point of sale systems, there's a steady data stream now going back to headquarters where they have an intense amount of control. And I think onely interesting things about that technological changes. First of all, in terms of, you know, the motivation for these kinds of outsource industrial structures. It's usually technology is a story. But they started doing this way before the technology. But now the technology exists, it allows just think about like a truly verticallygated corporation like US Steel or General Motors in nineteen fifty, the control they have over all of their plants is less than McDonald's that they own, and they employ you know, those hundreds of thousands of industrial workers. McDonald's now hardly employs anybody, but they have way more control because they're able to get that stream of data.
Brian Calachi
And now the AI has made that surveillance of workers themselves. And by way, you don't have to fire them if they're too slow with the register. You just send a note to the franchise. Hey, so and so. They even know the names of the employees. You know, it's a little too slow. Do something about that, you know, you.
Brian Calachi
Heard on Odd Lots — “How Franchise Restaurants Opened the Door to the Gig Economy, published Friday, July 24, 2026. Heardvine summarizes and quotes with attribution and timestamps, and links to the original everywhere.
Transcribed via publisher transcript · $0.00
The Role of Technology in Centralized Corporate Control: Franchising and AI — Heardvine