Why AI Fails in Mining Investment: Origination, Comps, and Diligence — and What Decision-Grade Actually Takes.

Every deal you screen comes down to a handful of derived numbers — grade, reserve, recovery ratios, AISC, risk metrics. Whilst a general AI hands you a result in seconds, it never shows its working. No audit trail. No system of record. Will Coetzer and Scott North walk through where AI genuinely helps across origination, comps, and diligence, where it breaks, and how to verify what it gives you. Includes a live demo: the same mining question, the same data, put to a vanilla model and to Pulse-connected AI side by side. You'll leave with a 90-second test you can run on any AI vendor tomorrow.

Why attend: You want an honest account of where AI helps and where it breaks on real mining data — not a vendor pitch. You will leave with the 90-second test you can run on any vendor tomorrow, a clear view of what 8–20x token cost reduction and 200x less compute actually means for your workflow, and a live side-by-side demo of vanilla AI versus Pulse-connected AI on the same question.