Memory to Momentum: Unlocking AI-ready data with FAIR principles | Presented By Andrew Monteleone From Iron Mountain

11.45am – 12.10pm AEDT, 21 October 2026 ‐ 25 mins

Stream 3 | The Trade Arena

As organisations rush towards AI adoption, a stark reality is emerging: 95% of generative AI pilots never leave experimentation. The competitive edge in the new era isn't the AI tools you buy; it's the data that fuels them. While established vendors offer extraordinary hardware and models, most organisations are still fueling the engine with underutilised and unorganised data.

The problem? Leaders often solve for "clean" data, mistaking it for "AI-ready" data, a standard that requires assets to be visible, secure, accessible, and AI-ready across their entire lifecycle. Incorporating Findable, Accessible, Interoperable, and Reusable (FAIR) principles is rapidly shifting from a best practice to a mandated regulatory expectation, particularly across the public sector. Without this foundation, AI hallucinates at scale, confidence is lost, and critical projects are abandoned.

Andrew Monteleone delivers a practical roadmap for records and information governance professionals to get their house in order before investing in more AI tools . He bridges established information management practices with a four-stage framework - Protect, Structure, Connect, and Activate -designed to break down physical and digital silos into a trusted data fabric that AI can safely navigate.

Take control of your data architecture today to turn complexity into clarity, transform information into intelligence, and elevate the power of your work.

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