Building AI Systems That Work — Proven Use Cases from Banking, Mining, Health and the Public Sector

AI is already transforming productivity, safety and customer outcomes — but results vary widely. Some deployments deliver measurable gains, while others stall due to poor data readiness, unclear ownership, governance gaps, security risk or hidden costs. 

This roundtable moves beyond “what is AI?” and focuses on what works in practice — and what it takes to scale responsibly. Leaders from banking, mining, healthcare, government and startups will share real use cases, what made them succeed, and lessons from failure.