For the first few months it was operating, Shelf Engine, the Seattle-based company that optimizes the process of stocking store shelves for supermarkets and groceries, didn’t have a name.

Co-founders Stefan Kalb and Bede Jordan were on a ski trip outside of Salt Lake City about four years ago when they began discussing what, exactly, could be done about the problem of food waste in the U.S.

Kalb is a serial entrepreneur whose first business was a food distribution company called Molly’s, which was sold to a company called HomeGrown back in 2019.

A graduate of Western Washington University with a degree in actuarial science, Kalb says he started his food company to make a difference in the world. While Molly’s did, indeed, promote healthy eating, the problem that Kalb and Bede, a former Microsoft engineer, are tackling at Shelf Engine may have even more of an impact.

Food waste isn’t just bad for its inefficiency in the face of a massive problem in the U.S. with food insecurity for citizens, it’s also bad for the environment.

Shelf Engine proposes to tackle the problem by providing demand forecasting for perishable food items. The idea is to wring inefficiencies out of the ordering system. Typically about a third of food gets thrown out of the bakery section and other highly perishable goods stocked on store shelves. Shelf Engine guarantees sales for the store, and any items that remain unsold the company will pay for.

Image: OstapenkoOlena/iStock

Shelf Engine gets information about how much sales a store typically sees for particular items and can then predict how much demand for a particular product there will be. The company makes money off of the arbitrage between how much it pays for goods from vendors and how much it sells to grocers.

It allows groceries to lower the food waste and have a broader variety of products on shelves for customers.

Shelf Engine initially went to market with a product that it was hoping to sell to groceries, but found more traction by becoming a marketplace and perfecting its models on how much of a particular item needs to go on store shelves.

The next item on the agenda for Bede and Kalb is to get insights into secondary sources like imperfect produce resellers or other grocery stores that work as an outlet.

The business model is already showing results at around 400 stores in the Northwest, according to Kalb, and it now has another $12 million in financing to go to market.

The funds came from Garry Tan’s Initialized and GGV (and GGV managing director Hans Tung has a seat on the company’s board). Other investors in the company include Foundation Capital, Bain Capital, 1984 and Correlation Ventures .

Kalb said the money from the round will be used to scale up the engineering team and its sales and acquisition process.

The investment in Shelf Engine is part of a wave of new technology applications coming to the grocery store, as Sunny Dhillon, a partner at Signia Ventures, wrote in a piece for TechCrunch’s Extra Crunch (membership required).

“Grocery margins will always be razor thin, and the difference between a profitable and unprofitable grocer is often just cents on the dollar,” Dhillon wrote. “Thus, as the adoption of e-grocery becomes more commonplace, retailers must not only optimize their fulfillment operations (e.g. MFCs), but also the logistics of delivery to a customer’s doorstep to ensure speed and quality (e.g. darkstores).”

Beyond Dhillon’s version of a delivery-only grocery network with mobile fulfillment centers and dark stores, there’s a lot of room for chains with existing real estate and bespoke shopping options to increase their margins on perishable goods, as well.

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