Master Data Management at Williams – Data Hierarchy Project Objective The primary goal of the Williams Master Data Management (MDM) project was to create the flexibility required to allow the delivery of real, measurable value to their business, supporting key objectives such as: • Improving business operations and decision-making • Streamlining business operations and processes • Establishing a single version of the truth across the Williams enterprise • Establishing a strong data foundation layer • Reducing information costs and improving productivity • Facilitating cooperation and collaboration across organizational boundaries • Improving regulatory compliance, control and risk management Challenge Williams recognized that to improve business operations and decision-making a

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