Side-by-side comparison of AI visibility scores, market position, and capabilities
US YC AI grocery demand forecasting at 0.95 MAE with 38% food waste reduction for 300-location chain; $2.3M seed Dec 2023 1984/YC/Collaborative/Instacart angels using sports betting odds and weather for inventory competing with Afresh.
Guac is a United States-based AI demand forecasting platform for grocery retailers — backed by Y Combinator with $2.3 million in seed funding in December 2023 from 1984 Ventures, Y Combinator, Collaborative Fund, and angel investors from Instacart, Roblox, Jane Street, and Citadel Securities — providing grocery chains, delivery companies, and supermarkets across North America, Europe, and the Middle East with machine learning-powered daily sales predictions that achieve 0.95 unit mean absolute error (MAE) average forecast accuracy, delivering 38% food waste reduction for a 300-location supermarket chain customer. Founded by Euro Wang and Jack Solomon, Guac applies unconventional data signals (sports betting odds, weather forecasts, local event calendars) to grocery demand prediction where traditional moving-average forecasting fails.
Oracle (NYSE: ORCL) cloud supply chain platform with demand planning, manufacturing, procurement, and logistics; competing with SAP IBP and Kinaxis for enterprise SCM integrated with Oracle Fusion ERP.
Oracle SCM Cloud is Oracle's (NYSE: ORCL) cloud-native supply chain management platform providing end-to-end supply chain capabilities — demand planning, inventory optimization, procurement, manufacturing execution, order management, logistics, and product lifecycle management — integrated within Oracle's Fusion Cloud ERP suite. Part of Oracle Fusion Cloud Applications (alongside Oracle ERP Cloud, HCM, and CX), Oracle SCM Cloud serves manufacturers, distributors, high-tech companies, and industrial enterprises seeking to replace legacy on-premises SCM systems (Oracle E-Business Suite, JD Edwards, SAP) with AI-powered cloud infrastructure providing real-time supply chain visibility.
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