When Refraction AI was founded in 2019, its purpose was to make use of robotics to carry down the price of last-mile supply. Over the previous couple of years, the startup has labored straight with eating places in its hometown of Ann Arbor, Michigan, to supply its bike-lane certain robots as a logistics layer for patrons, slightly than making an attempt to be one other DoorDash or UberEats.
Rather less than a 12 months in the past, Refraction moved its business operations right down to Austin, Texas, the place it continued cultivating particular person relationships with eating places. Alongside the way in which, the corporate realized that while offering customers favorable delivery rates was nonetheless a precedence, Refraction’s actual distinctive promoting level is its capacity to ship a better high quality and scalable service.
“You’ll be able to possibly negotiate nice costs with DoorDash, however you may’t make DoorDash provide the A1 high quality drivers that do a extremely good job and are at all times on time and by no means make you wait and the meals at all times exhibits up scorching,” Refraction chief expertise officer and co-founder Matthew Johnson-Roberson informed TechCrunch. “Since you management little or no of that, even in the event you’re a restaurant chain as highly effective as Chick-fil-A.”
Chick-fil-A, the quick meals restaurant chain specializing in rooster sandwiches with a aspect of god, mentioned on Tuesday that it enlisted Refraction AI to deploy a fleet of the startup’s self-driving autos to 2 of its eating places in downtown Austin — at sixth & Congress, the place the businesses held preliminary testing, and on Martin Luther King boulevard. The business pilot will start in late June, Refraction mentioned in a press release.
“I don’t converse for [Chick-fil-A], however I get a way that these experimentations are round making an attempt to fill some gaps that also exist within the present choices on the market in the marketplace that aren’t delivering the extent of service they had been on the lookout for,” mentioned Johnson-Roberson.
Refraction wouldn’t say precisely what number of autos it might be delivering for Chick-fil-A, however it’s “an order of 10,” in response to Johnson-Roberson.
The take care of Chick-fil-A is an element of a bigger set of assessments Refraction is working to know the way it may serve fast service eating places by maximizing the profitability and effectiveness of robotic supply, mentioned Johnson-Roberson. Working with a big chain, slightly than particular person eating places, may simply refill the startup’s fleet capability for all of the robots it has now “and doubtless different robots we may probably construct within the close to to mid-term.”
The corporate is at present within the means of creating comparable partnerships with retail and grocery supply shoppers, a spokesperson informed TechCrunch.

Refraction AI supply robotic in entrance of sixth and Congress Chick-fil-A in Austin, Texas. Picture Credit: Refraction AI
Refraction’s REV-1 robotic is affectionately known as the “Goldilocks of robotic supply” as a result of it’s not too small to solely function on sidewalks and never too massive to solely function on streets. The robotic was constructed on a bicycle basis and as such operates within the bike lane (the place they exist, in shoulders the place they don’t), touring at speeds of round 15 miles per hour. This, Johnson-Roberson says, permits the corporate to extend supply time whereas holding tech prices down — slower speeds than a full-sized autonomous automobile imply much less danger and no want of high-priced lidar to see distant.
The robots are largely self-driving with little or no human oversight, mentioned Johnson-Roberson. Refraction achieves this by trying to stay to routes which are simpler to drive autonomously. The robots will change to teleoperated mode, the place a distant operator is monitoring and at occasions controlling the automobile, just for occasionally used routes or conditions which are troublesome to handle with autonomy, like sure intersections with excessive danger, unprotected left turns.
“We’re aiming for a really low supply time,” mentioned Johnson-Roberson, noting that fast supply can also be important to making sure meals arrives at an inexpensive temperature — “10 to 12 minutes.”
The REV-1s have a compartment that’s insulated to guard the temperature of the meals, however the air from the automobile’s electronics additionally vents into the principle compartment, which will increase the ambient temperature.
“One of many issues I didn’t anticipate is the crucial nature of the standard of the meals supply expertise for large manufacturers,” mentioned Johnson-Roberson. “They stay or die by the truth that individuals suppose their meals exhibits up and it’s at all times good and attractive, and it’s repeatable.”
Being repeatable is what’s going to assist Refraction hold, and in the end broaden, its relationship with Chick-fil-A, and probably different bigger chains. In spite of everything, that’s the MO of restaurant chains all over the place: make it the identical, make it good and make it scalable.