Bo Davis

A restaurateur who happened to write code.

Walk into a MarginEdge sales meeting expecting a slick tech pitch and you get something stranger: a founder who can talk about the price of a case of avocados with real feeling. Bo Davis co-founded MarginEdge in 2015 with Roy Phillips, another lifelong operator. Between the two of them, they have opened and run around forty restaurants. That is the whole point. The company’s leadership team carries more than 350 combined years behind the pass, and it shows in the product.

MarginEdge does the unglamorous work. A restaurant snaps a photo of an invoice; the platform reads it, codes it, matches it against recipes and the point-of-sale, and hands back a real-time picture of food and labor cost. No shoebox. No Sunday-night spreadsheet marathon. The company now digests something like 80,000 invoices a week, representing billions of dollars in restaurant purchasing.

That line lands harder when you know the founder’s resume, which reads like three different people stapled together. Davis served in the U.S. Peace Corps in Macedonia. He earned a master’s in finance from London Business School and a second graduate degree in artificial intelligence from Northwestern. In 2002 he sold an education software company he founded, Prometheus, to Blackboard. Then, instead of doing the obvious thing and starting another software company, he opened Wasabi, a group of conveyor-belt sushi restaurants in Washington, D.C. and Boston.

The sushi years were not a detour. They were the research. Running restaurants taught Davis exactly how much money leaks out of a kitchen when nobody can see the numbers until the accountant sends them a month late. When he built MarginEdge, he was building the tool he wished he’d had.

He also built it slowly. Davis spent about three and a half years developing the core software before hiring a single salesperson. In the early days the founders invited only industry friends to test it, choosing to listen and iterate rather than sell. That client-feedback habit, he says, is still the company’s “guiding light.” It is a deeply unfashionable way to start a SaaS company, and it worked.

The money arrived once the product did. MarginEdge closed an oversubscribed $18 million Series B, then a $45 million Series C in December 2022 led by Ten Coves Capital, with Fiserv and others along for the ride. Total funding crossed $122 million. The company moved into a bigger home in Ballston, Arlington, and kept the same story it started with.

Ask Davis about the future and he stops talking about money and starts talking about prediction. Today MarginEdge tells operators what happened. He wants it to tell them what is about to happen, using machine learning to turn a backward-looking P&L into a forecast. Given the AI degree from Northwestern, it is less a pivot than a homecoming.

His stated worry is not competition or growth. It is staying “as deeply customer focused as we are now, as we scale up.” For a founder who spent years cooking, that fear makes sense. In a restaurant, the moment you stop caring about the guest at table nine is the moment the business starts to die. Davis is running a software company the way he ran a dining room.