From SAP/ERP to an AI-powered Fresh Food Retail Solution on GCP
From SAP/ERP to an AI-powered Fresh Food Retail Solution on GCP An end-to-end architecture: data acquisition, ingestion, storage, transformation, forecasting, inventory optimization, dashboards, SAP write-back, and production operations. Fresh produce data flows from SAP and stores into a GCP data and AI platform, which returns forecasts and order recommendations Existing systems SAP POS WMS Weather Data & AI platform BigQuery · Vertex AI · Cloud Run forecast → optimize → explain data Decisions people can use demand p50 – p95 Strawberries Stock 35 · Order 80 Lettuce Stock 12 · Order 18 insight The idea in one picture: reliable data goes in, calibrated forecasts and explainable order recommendations come out. SAP stays the system of record. What's inside Define the existing information system The complete architecture at a glance Phase 1: Data acquisition from SAP/ERP Phase 2: Ingestion and orchestration Phase 3: Data lake and...