Rundoo AI: How Store Owners Use It Every Day

Ron, Jason, and Rick each run independent paint stores. Each of them was skeptical when they turned on Rundoo AI. And each of them found something specific they had been missing: lapsed customers, a months-long pricing error, a $400 transaction that charged 100 units instead of one. Here is what happened.

The discussions featured Jason, who operates multiple paint retail locations across California, Ron Soto of AllPro Paint in Atlanta, who runs a high-volume independent paint store competing with Sherwin-Williams and big-box retailers, and Rick from COLORAMA PAINTS AND SUPPLIES, who manages paint retail, manufacturing, and distribution. All three owners have built successful businesses with complex operations, and all three are using Rundoo AI to ask the questions their old systems could never answer. Here are three ways they use it every day.

Using AI to win back customers

Ron runs an independent paint store competing with Sherwin-Williams and big-box retailers. His business has strong customer relationships and competitive pricing, but he faced questions about what was happening with customers who came during the 2022 market disruptions. When he first heard about Rundoo AI, he started using it out of curiosity.

"I wouldn't have even known how to look that up without the AI," he said. At first, he wondered if the technology could really help him understand his customer base. "Once they see our price list, the majority of the time, they come back," he noted after putting the insights into action.

His advice? Start asking questions. The tools are ready, and you can begin getting answers about patterns in your business, like:

• Which customers have stopped buying recently?
• What products were they purchasing before they left?
• How does my pricing compare with competitors?

Ron uses Rundoo AI as an analysis partner, helping him identify high-value customers who drifted to competitors. "Sometimes it feels like it reads my mind," he said. He turned those insights into personal outreach calls, then used real-time pricing data to offer custom price lists that addressed misconceptions about independent retailers being more expensive. "It's like having an extra staff member who just does the legwork," Ron explained. Of the 20 drifted high-value accounts Rundoo AI surfaced, half made purchases in the three months following Ron's outreach. One customer had spent over $15,000 in 2022, then went nearly silent for two years. Ron called him, offered deliveries to close the convenience gap, and won back the account within a week. The first two months of 2026 were already better than all of 2025 for that customer.

Catching pricing issues before they add up

Jason manages multiple paint retail locations that process hundreds of daily transactions. His stores offer various employee benefits, customer programs, and pricing structures, meaning he has questions about what's happening across locations, as well as potential issues he needs to catch early. When he first enabled Rundoo AI's Daily Health Summary, he turned it on out of curiosity.

"When I started getting alerts and reviewing some different transactions, I think it quickly became something that felt valuable," he said. Previously, Jason was uncertain about AI tools. "Early on, I was like, 'Will this actually catch real problems?'" he recalled. "'Is it reliable enough for daily use?' And I'd say yeah it absolutely is."

His advice? Don't wait for a major loss. The technology is ready, and you don't need to review every transaction manually. If you set up monitoring, you can start catching issues in your business, like:

• Are there unusual margin exceptions across my locations?
• What pricing errors am I not seeing in daily operations?
• How do employee purchases compare with standard transactions?

Jason uses Rundoo AI as a watchdog tool, and checks his daily summaries each morning. "It's like having someone who reviews everything overnight," he explained. He previously missed a pricing configuration error that persisted for ten weeks and cost over $4,200 in lost margin. "If you catch something early, you can fix it fast," Jason recommended. "The visibility it provides changes everything."

Building trust through daily quality checks

Rick operates a multi-location paint retail and manufacturing business that processes high volumes of transactions, customer orders, and inventory movements. Each day has different implications for accuracy, customer satisfaction, and team accountability, meaning he's full of questions about what's happening across his locations today, as well as mistakes he needs to prevent. When he first heard about Rundoo AI's Daily Health Summary, he enabled it somewhat reluctantly.

"When I started getting alerts and reviewing some different anomalies, I think it quickly became something I actually looked forward to," he said. Initially, Rick was skeptical about AI tools. "Early on, I was like, 'Is this actually useful?'" he recalled. "'Will it just create more noise?' And I'd say no, it absolutely cuts through the noise."

His advice? Let AI do the patrolling. The technology is ready, and you don't need to manually audit every transaction. If you review daily summaries, you can start catching issues in your operations, like:

• Are there pricing or quantity errors slipping through?
• What mistakes am I not seeing across my stores?
• How are my teams performing on customer data collection?

Rick uses Rundoo AI as an operations watchdog, receiving text alerts each day. "It caught an anomaly... we would have never caught it otherwise," he explained. The system once flagged a $400 transaction error (100 units charged instead of 1), allowing Rick to fix it proactively before the customer noticed. "The customer was super appreciative," Rick said. The daily visibility also motivated better habits, like his team becoming more diligent about entering customer information. "It forced me into it... and I actually like it quite a bit now," he admitted.