AI built for grocery
Guac was born out of AI research in grocery demand forecasting. Today, we apply AI across grocery operations to understand your data, predict demand, assist your teams, and adapt to what's happening in real time.
Request a DemoIntelligent data
AI data cleaning
Guac continuously scans product catalogs, case packs, inventory, and operational feeds to detect and resolve inconsistencies. Every fix arrives with the evidence behind it and a confidence score — high-confidence corrections apply automatically, the rest wait for you.
Smart data import
Drop in any spreadsheet or PDF, from product lists to recipes and more. Guac reads the structure and maps every column to the right field, flagging only the rows that need a human.
salad wallPhoto-based inventory
Point the handheld at a display. Guac identifies each product and estimates the count — the associate just confirms what's on screen.
Smart forecasting

Industry-leading demand forecasting
Developed out of AI research, our proprietary forecasting algorithm is built specifically for grocery. We analyze hundreds of hyperlocal signals — from weather and local events to school calendars — to truly understand what drives demand at every store and capture their impact in every forecast.
Learn more about our forecastingSmarter inventory estimation
We estimate true inventory by learning from sales, deliveries, shrink, waste, and every historical correction — holding an accurate view even when the source data is incomplete or inaccurate.
AI copilot
Ask about schedules, stock, vendors, or shrink in plain language. Avo pulls the live data, answers with the numbers behind it, and offers to make the change for you.
Explainable recommendations for store teams
No black-box recommendations. Store teams can ask Guac “Explain this recommendation” on any order or production recommendation and get a clear, plain-language explanation of the demand, data, and real-world factors driving it.
Adaptive operations
Insights
We continuously analyze every store, department, vendor, and SKU to find opportunities hidden in your data. Whether it's lowering excess safety stock, discontinuing an underperforming product, or checking in on an outlier store, Guac surfaces the insight and recommends what to do next.
Dynamic ordering & production planning
A store agent reviews every department each morning — missed production, a late delivery, carryover on the shelf, a promotion starting today — and rewrites the order and production plan before the team clocks in.
Meet with our team
We know that every retailer is different and that each department has its own unique needs. Share with us your specific business needs, and we'll build a solution that is perfect for you.