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SAP Plant Maintenance Master Data at Scale

prafalski July 29, 2026 No Comments

Most SAP PM problems don’t come from a missing transaction Most SAP Plant Maintenance problems don’t come from a missing transaction. They come from the process around SAP Plant Maintenance…

AI-Assisted Data Migration for S/4HANA

Andrzej July 9, 2026 No Comments

Every vendor promises AI will speed up your migration. Almost none say where it must stop. With SAP ECC mainstream maintenance ending in 2027, every migration program is under pressure…

S/4HANA Migration: What Data Preparation Really Costs When You Do It Yourself

Andrzej June 20, 2026 No Comments

Every S/4HANA project starts the same way — until someone asks for clean master data Every ECC → S/4HANA migration begins the same way. There’s a chosen implementation partner, a…

Prevent Go-Live Chaos with a Data Readiness Layer

Andrzej March 21, 2026 No Comments

How ERP Programs Prevent Go-Live Chaos with a Data Readiness Layer In most ERP programs, data quality is discussed everywhere — in Excel files, workstream calls, SharePoint trackers and migration…

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