# Shelf Engine **Source:** https://geo.sig.ai/brands/shelf-engine **Vertical:** Logistics & Supply Chain **Subcategory:** General **Tier:** Challenger **Website:** shelfengine.com **Last Updated:** 2026-04-14 ## Summary Seattle YC W20 AI perishable order automation for Kroger, Walmart, Dollar General (national partnership Jan 2024); $58M total ($41M General Catalyst Series B 2021) quadrupling profit margins and cutting food waste 32% competing with Afresh. ## Company Overview Shelf Engine is a Seattle, Washington-based AI-powered grocery order automation platform — backed by Y Combinator (W20) with $58 million in total funding including a $41 million Series B in March 2021 led by General Catalyst with GGV Capital and Foundation Capital — providing grocery retailers with an automated ordering system that uses AI demand forecasting to determine the optimal quantity of perishable products (bakery, produce, deli, prepared foods) to order daily from suppliers, quadrupling retailer profit margins on perishable categories while reducing food waste by up to 32%. Founded in 2015 and serving leading grocers including Kroger and Walmart at thousands of locations, Shelf Engine partnered with Dollar General for national expansion in January 2024, demonstrating the platform's applicability beyond traditional grocery into dollar and convenience store perishable programs. Shelf Engine's AI demand forecasting addresses the perishable product ordering problem that causes grocery retailers to choose between two costly errors: ordering too much (producing food waste and markdowns that erode margins) or ordering too little (creating out-of-stock conditions that disappoint customers and lose sales). Perishable products (fresh bakery items, deli meats and cheeses, prepared foods with 1-3 day shelf life) require daily ordering decisions that balance expected demand (based on day-of-week patterns, seasonality, local events, weather forecasts) against the cost of waste if demand is lower than expected. Shelf Engine's models (trained on each store's historical sales patterns plus external demand signals) generate automated daily order quantities that are submitted directly to the supplier distribution network without store manager intervention — removing the manual ordering burden from department managers while achieving better waste and in-stock performance than human-managed ordering. The full financial responsibility model (Shelf Engine takes ownership of and payment risk for the products it orders) aligns incentives with retailer profitability. In 2025, Shelf Engine competes in the grocery supply chain AI, perishable food management, and retail demand forecasting market with Afresh Technologies (perishable ordering AI, $115M raised), Blue Yonder (supply chain AI, acquired by Panasonic for $8.5B), and Oracle Retail (enterprise retail planning, NYSE: ORCL) for grocery chain automated perishable ordering adoption. The January 2024 Dollar General national partnership (Dollar General operates 19,000+ stores) represents a major distribution expansion beyond traditional full-service grocery — validating Shelf Engine's forecasting models at extreme scale and in the convenience/dollar store perishable format. The food waste reduction impact (32% reduction represents meaningful ESG metrics for retail chains with sustainability commitments) provides the environmental ROI calculation alongside the direct profit margin improvement. The 2025 strategy focuses on scaling the Dollar General deployment nationally, building the supplier integration APIs for automated EDI ordering, and expanding the perishable category coverage for meal kit and specialty food programs. ## Frequently Asked Questions ### What is Shelf Engine? Shelf Engine is a Seattle-based grocery order automation platform that uses AI-powered forecasting to transform the grocery supply chain. Founded in 2015, the company helps retailers quadruple profits while reducing food waste by up to 32%. ### What products and services does Shelf Engine offer? Shelf Engine offers an automated ordering system with AI-powered forecasting, grocery supply chain optimization, food waste reduction solutions, and vendor management. Their platform specializes in AI-powered produce ordering for grocery retailers. ### Who are Shelf Engine's customers? Shelf Engine serves leading grocery retailers including Kroger, Walmart, and Dollar General. The company operates at thousands of locations nationwide across major grocery chains. ### When was Shelf Engine founded? Shelf Engine was founded in 2015 and later participated in Y Combinator's Winter 2020 batch (W20). ### Where is Shelf Engine located? Shelf Engine is headquartered in Seattle, Washington. ### How much funding has Shelf Engine raised? Shelf Engine has raised $58 million in total funding, including a $41 million Series B round in March 2021. The Series B was led by General Catalyst with participation from GGV Capital, Foundation Capital, and other investors. ### What are Shelf Engine's key achievements and metrics? Shelf Engine reduces food waste by up to 32% and increases profit margins for grocers by over 50%. The company serves thousands of locations nationwide with a team of over 145 employees. ### What technology does Shelf Engine use? Shelf Engine uses AI-powered forecasting technology to automate grocery ordering and optimize supply chain operations. Their artificial intelligence system helps predict demand and reduce waste in grocery retail. ### How many employees does Shelf Engine have? Shelf Engine has over 145 employees supporting its operations and growing customer base. ### What are Shelf Engine's recent developments? In January 2024, Shelf Engine announced a national expansion partnership with Dollar General. The company previously raised its $41 million Series B round in March 2021, bringing total funding to $58 million. ## Tags ai-powered, b2b, saas, supply-chain, transportation --- *Data from geo.sig.ai Brand Intelligence Database. Updated 2026-04-14.*