Significant Time Savings with ChatGPT Work
Ted Taylor, an independent franchisee operating three co-branded Schlotzsky’s and Cinnabon locations in New Mexico, has implemented ChatGPT and ChatGPT Work to enhance back-office efficiency and analyze operational data. According to company materials dated October 20, 2026, Taylor has reported substantial reductions in various recurring workloads.
Faster Pricing and Payroll Summaries
Repricing menus across three markets previously required about five days of item-level analysis. By utilizing ChatGPT Work to integrate recipe costs, sales history, competitor pricing, and the economics of delivery versus in-store orders, Taylor has reduced this process to approximately 1–2 hours, marking a 95% reduction in time.
Taylor mentions that he now conducts an initial analysis with ChatGPT Work and then fine-tunes the recommendations based on his local insights. Additionally, he employs the tool to summarize payroll inputs, which has reportedly cut about four hours from each payroll cycle.
Labor Optimization and Cash Reconciliation
For labor management, Taylor provided ChatGPT Work with read-only access to sales and labor data, allowing it to compare scheduled, budgeted, and actual hours against forecasts. He also supplied staff rosters, roles, availability, and pay rules to generate weekly schedules. Taylor noted that comparing the tool’s proposals with those built by managers helped refine scheduling rules.
The company estimates that improved scheduling could reduce hourly labor costs by one to two percentage points of sales, potentially freeing up $50,000 to $100,000 annually. Furthermore, the materials indicate that optimized labor workflows could enhance annual cash flow by up to $100,000.
Monthly cash reconciliation has also become significantly faster. Previously taking about three hours, ChatGPT Work now completes the comparison of cash transactions and deposits in roughly 5–10 minutes, achieving a 94% reduction in time spent on this task.
Streamlining Operations
Beyond analysis and scheduling, Taylor has utilized ChatGPT Work to draft HR policies and create a simple web portal for employee supply and repair requests. Some drafts were later reviewed by external HR counsel. The company materials highlight these capabilities and detail the specific time savings achieved across the three restaurants in New Mexico as of October 20, 2026.
Original source: OpenAI News