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Webinars and live sessions with the Pulse team.

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Dead Data, Live Decisions: Why mining's AI future starts with normalisation.

The geological edition. The mining sector sits on decades of drill logs, technical reports and resource estimates. Most of it was never designed to be compared, combined or trusted at scale and running AI across it in this condition compounds the inconsistency rather than resolving it. Will Coetzer walks through what geological normalisation actually requires and what it takes for any AI-generated output to hold up under technical review.

Will Coetzer · 17 September 2026 · 16:00 CET · Online
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Replay

Why Generic AI Gets Mining Data Wrong, and What It Takes to Fix It

Will Coetzer and Scott North walk through the failure modes behind unreliable AI outputs on mining data: unverifiable sources, partially-read documents, and numbers you can't defend in a meeting. Includes a live M&A monitoring demo and a checklist for judging any AI-generated number before you trust it.

Will Coetzer, Scott North · 20 July 2026 · Online
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