The quiet enabler: Data management best practices for APS deployments

2026

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AI-generated summary

1) Effective data management is crucial for successful Advanced Planning Systems (APS) deployments, transforming it from a back-office task into a strategic capability that accelerates impact.
2) This document outlines best practices for data management in APS deployments, focusing on three key pillars: governance and stakeholder alignment, standardization and reusability, and AI-led analytics and automation.
3) It details how robust data management can lead to smoother deployments, shorter timelines, improved productivity, and reduced budget overruns, ultimately enabling more confident supply chain planning and execution.
4) The paper emphasizes that organizations must prioritize data governance from the outset of APS programs to achieve faster go-lives and lasting business impact.
Tags: APS, data management, supply chain, best practices, governance

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