WMS Implementation Playbook: Data Cleansing, ROI & Go-Live Strategy | Cleverence Podcast

A Warehouse Management System does not fix chaos by itself. If your data, processes, layout, and people are not ready, a WMS rollout can become expensive noise. In this episode of the Cleverence Podcast, Stan Povalyaev talks with Osama Shaban about what a real WMS implementation should look like before, during, and after go-live. Using a large distribution center scenario, they break down how to justify the investment, prepare the warehouse, train the team, and avoid the common mistakes that turn digital transformation into operational disruption. In this episode, we cover: Why WMS selection should start with pain points, not vendor demos How to calculate ROI from inventory discrepancies, picking inefficiency, and warehouse waste Why data cleansing is one of the most important steps before implementation How to map warehouse processes before bringing in a software vendor Why parallel runs reduce go-live risk How to handle operator resistance and simplify interfaces for warehouse teams Which KPIs matter after implementation: stock accuracy, picking time, motion efficiency, and more Why WMS and ERP implementations are completely different projects Timestamps: 00:00 – Building a WMS rollout scenario 01:04 – Finding warehouse pain points before choosing software 02:37 – ROI: justifying WMS through real financial discrepancies 03:48 – Building the right implementation committee 07:09 – Mapping warehouse layout, flows, and procedures 08:23 – Data cleansing before WMS migration 11:00 – Validation, backup, and system readiness 12:11 – End-to-end simulation before go-live 13:30 – Training key users and warehouse operators 17:16 – Why parallel runs protect the business 18:22 – Handling operator resistance 22:29 – Running old and new systems together 23:35 – Measuring success with KPIs 25:57 – Handling bugs during go-live 27:13 – Client-vendor communication mistakes 33:11 – WMS vs. ERP implementation 35:04 – Using clean data after implementation 36:36 – Picking strategies and process iteration 39:35 – Why simple interfaces win on the warehouse floor 42:23 – What managers must inspect before calling vendors 45:27 – Building a warehouse and WMS rollout in 50 days 46:39 – Final advice for warehouse managers Guest: Osama Shaban LinkedIn:   / osama-shaaban-94914252   About Cleverence: Cleverence provides mobile automation solutions for warehouses, retail, and manufacturing. Website: https://www.cleverence.com/ LinkedIn:   / cleverence   #WMS #WarehouseAutomation #SupplyChain #InventoryAccuracy #LogisticsTech #ERP #DataCleansing #WarehouseManagement #CleverencePodcast #DigitalTransformation