Master-Data

Data Governance: Stewardship, Quality, and Compliance Data governance is the framework that turns raw data into a reliable resource. It defines who is responsible for data, how data is described, and how it is used across the business. When done well, governance helps teams trust the numbers and make better decisions. Stewardship Stewardship assigns clear roles. Data owners are business leaders who decide on use and access. Data stewards are specialists who ensure data is defined consistently, documented, and protected. A governance council reviews policy changes and monitors progress. For example, a customer data domain might have a single agreed identifier, standard field names, and rules for retention and deletion. ...

ERP Implementation: From Planning to Go-Live Implementing an ERP is a major change for any company. The work spans people, processes, and data. From planning to go-live, teams need clear goals, steady milestones, and practical steps that fit real business needs. This article offers a straightforward path that many organizations use to succeed. Define goals and scope Start by stating 3–5 concrete outcomes, such as faster financial closes or better inventory accuracy. Agree on 2–3 measurable indicators to track progress. List the core modules to start with, for example finance, inventory, and procurement, and draft a high‑level scope to avoid later expansion without a plan. ...