Vori raises $22M to bring Walmart-grade automation to independent grocery stores, hitting $500M in payments

Vori raises $22M to automate grocery operations for independent stores

Brandon Hill is a third-generation grocer who watched his grandparents and parents spend decades in the industry before studying at Stanford, where he met his two co-founders. Vori is their attempt to bring enterprise-grade automation to the 75% of the $1.5 trillion U.S. food and beverage retail market that sits outside Walmart and Amazon.

“We raised $22,000,000. We've done over $500,000,000 in payments, which is where 60% of our revenue comes from. We find five points of gross margin sitting on the table and give it back to grocery stores with our automated pricing agent. Walmart just spent a billion dollars rolling out electronic shelf labels across every single of their 4,600 stores — we're taking that technology and rolling it down market.”

The operational problem

The target customer is an independent supermarket carrying 50,000 to 100,000 SKUs, accepting dozens of payment types, and managing hundreds of employees. Pricing today is largely manual: a coordinator reviews supplier invoices line by line, identifies cost changes, manually updates the back-office ERP, and hopes the price reflects correctly at the point of sale. Hill describes it as a 12-step process. Vori's pricing agent reads incoming invoices from hundreds of wholesale suppliers, detects cost changes, and pushes updated prices across every item in real time.

Mispricing is a genuine margin problem. Hill cites Mill Valley Market, an independent store in Mill Valley, California, as a live example. Before Vori, the owner was losing margin through mispriced items. After deployment, Hill says Vori recovered five points of gross margin.

Electronic shelf labels

Automating the back-office price logic is only half the equation. Physical shelf labels are the other bottleneck. Walmart recently spent $1 billion rolling out electronic shelf labels across all 4,600 stores. Vori deploys the same hardware for its independent grocery customers, connecting the back-office pricing engine to the shelf label in real time. Hill's framing is that Vori is taking Walmart- and Amazon-level technology and making it accessible to the independent and mid-market segment.

$22M raise, $500M in payments

Vori has processed $500M in payments, which accounts for 60% of its revenue. The $22M raise is directed at go-to-market expansion, continued product development including additional AI agents, and scaling the deployment team that installs hardware and software into new stores. No round type or valuation was disclosed.

The payments share of revenue is the sharpest signal here. A business where the majority of revenue flows through transaction volume rather than pure software subscription is exposed to store-level GMV, but it also means Vori's growth is tied directly to how much stores are actually processing through its system, not just how many seats are activated.