A three out of six-pillar agentic AI system already cutting up to 80% of management workload at its Albany flagship – turning a food brand into a replicable, software-defined growth engine.
Albany, NY (Restaurant News Release) What if expanding your business was as easy as clicking “install”? That is exactly what Albany’s potato-focused comfort-food favorite, MashMore, is doing with their new MashMore AIOS. Known as “The Potato Lab,” the brand is combining two world “firsts” – a unique, potato-themed menu and a custom AI operating system built to run the entire business. Instead of hiring an army of managers to open new locations, they are using smart software to handle all of the heavy lifting.
Most restaurant tech bolts point solutions onto a broken back office: one app for scheduling, another for inventory, a third for the books, all still dependent on a manager holding it together in their head. MashMore is taking the opposite approach – building the company AI-native from day one, with one system as the brain of the entire operation.
MashMore AIOS spans six pillars – HR, finance, marketing, inventory, kitchen, and point-of-sale – under a single AI trained to act as a quick-service-restaurant (QSR) expert. The key distinction for investors: it’s agentic, not advisory. The platform doesn’t just surface recommendations; it executes – drafting staff schedules, keeping the books, and reordering inventory on its own. Three pillars – finance, HR, and inventory – are already live at the Albany flagship, with kitchen management, marketing, and POS shipping next quarter.
(Images shown : Mash More AI Finance Management)
The early numbers point to real operating leverage. With finance and HR live, MashMore reports cutting up to 80% of its managerial and accounting workload – enough for one person to run two departments, and to compress a full day of scheduling and bookkeeping into roughly an hour. That’s the unit-economics unlock: as the system absorbs more of each store’s overhead, the cost and complexity of opening location number two – and two hundred – drops.
A signature feature, gamified management, turns daily operations into challenges, scores, and rewards – engineered to hold performance consistent from shift to shift and, critically for a scaling chain, from location to location. It’s how MashMore intends to keep quality flat while the footprint grows exponentially.
(Images shown : Mash More AI – HR Management)
“After thirteen years in this industry, I can tell you the thing that quietly breaks restaurants is the lack of a system – verything lives in someone’s head” said Nico Yu, Co-Founder and COO of MashMore. “We digitize the entire restaurant into one AI operating system, with our mascot “Mashy” trained to be a QSR expert. It doesn’t just suggest – it executes. That frees our team to focus on the part that has to stay human: hand mashing potatoes, providing comfort food to the neighborhood, every single day.”
“MashMore AIOS isn’t software we bolted on; it’s the system the whole company runs on. It’s how we open the next location, and the one after that, without ever watering down the food. We believe AIOS is the next era for food chains. Brick-and-mortar has always been hard to scale because every location depends on people and tribal knowledge. By fusing physical infrastructure with AI, we transform a traditional business into one that learns – we train and upgrade the AIOS every day on real operating data, so the system gets smarter with every shift and every store. That’s the new way to scale a restaurant business. We’re just getting started.” said Andy Gor, Co-Founder and CEO of MashMore.
(Image shown : Mash More AI – Inventory Management )
Most chains scale by adding people and praying for consistency. MashMore is building a company where the operating system is the franchise – a software layer that makes each new location faster, cheaper, and more consistent than the last. The flagship at 274 Delaware Avenue in Albany – dine-in, drive-thru, and delivery – is location one. The roadmap is to replicate the AIOS-run model and let Mashy do the scaling.
About MashMore
MashMore, “The Potato Lab,” is an AI-native comfort-food establishment founded in 2025 in Albany, New York. Its menu is built entirely around the humble potato, prepared daily into hand-mashed, smashed, fried, and cubed creations, topped with house-special protein toppings – while on the tech side, its proprietary MashMore AIOS, a gamified, agentic AI operating system, runs the business and powers fast, consistent expansion. Learn more at MashMorePotato.com or follow @MashMorePotato on Instagram.
Media Contact:
Andy Gor
Co-Founder & CEO
mashy@mashmorepotato.com
1-929-388-1688
MashMore Potato
274 Delaware Ave
Albany NY 12209