Mastering the Data-to-AI Loop: How Supply Chain Data Quality Enables Smarter Operations

10.15am – 10.45am, 23 September 2026 ‐ 30 mins

Partner Session

Key Takeaways:

• Understand why supply chain data quality matters for AI: Attendees will learn why AI initiatives can struggle when the underlying data is incomplete, inconsistent, duplicated of poorly governed. This session will connect everyday master data challenges to real business outcomes across inventory, procurement, planning, maintenance, operations and decision-making.
• Recognise the most common datta quality challenges across the supply chain: Participants will explore practical examples of duplicate records, inconsistent descriptions, missing attributes, outdated information and fragmented data. They will gain a clearer understanding of how these issues can increase costs, create inefficiencies, reduce visibility and limit the value of anlytics and AI.
• Discover practical ways AI can improve supply chain data: The session will demonstrate how AI can be used to identify duplicates, standardise and generate descriptions, enrich missing information, classify data and identify emerging data quality risks. These examples will provide practical ideas for organisations whether they are just beginning to explore AI or already have established AI initiatives.
• Learn how to build a stronger foundation for AI at any stage of maturity: Attendees will gain a practical framework for thinking about data readiness and AI adoption without assuming that mature MRO capabilities, advanced analytics or existing AI infrastructure are already in place. The session will highlight steps organisations can take today to improve the quality and usability of their data while preparing for future AI opportunities.
• See how MDO can operationalise AI-powered data quality: The session will introduce MDO as a practical approach for turning data-quality principles into repeatable, scalable processes. Attendees will see how MDO can help organisations automate data cleansing and remediation, improve governance and continuously manage master data quality across the enterprise.

Speakers

Randy Gibson

Head of Presales, North America at Prospecta Software

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Randy Gibson

Head of Presales, North America at Prospecta Software

With 15+ years of experience across SAP, asset management, master data, solutions, presales, and customer success, Randy lead teams in delivering business value through technology. Currently Head of Presales, North America at Prospecta Software.