Getting from Proof of Concept to Production for Enterprise AI

21 November 2025

UQ experts and industry leaders explored the key challenges of scaling AI from prototypes to real-world enterprise systems, including governance, organisational readiness and cross-sector collaboration.

This workshop brought together thought leaders from industry, government, and academia to tackle one of the most pressing challenges in AI adoption: turning promising prototypes into scalable, production-ready systems.

Through a mix of expert insights, real-world case studies, and interactive roundtable discussions, the workshop explored:

  • Technical and organisational barriers to scaling
  • AI Governance and infrastructure readiness
  • Cross-sector collaboration models
  • Cultural and strategic shifts required for enterprise-wide AI integration.

Watch the YouTube recap from the workshop: 

 

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