Watch the Full Replay
Artificial Intelligence is evolving fast, but as our panel uncovered, most AI projects fail not because of technology, but because of weak data foundations.
If you missed the live session, now you can watch the full replay and download the presentation from our exclusive executive webinar hosted by POTENZA and Model Citizn.
Watch the Replay
Download the Presentation Deck
Key Takeaways from the Webinar
- Don’t Start with AI, Start with Clarity
95% of AI projects fail not because of technology, but because the foundations are missing. Start with financial and data modelling to understand your goals, risks, and business value.
2. Data Quality Is Non-Negotiable
As Dhanusha explained, “Garbage in, garbage out” isn’t a cliché, it’s reality. Establish your Golden Layer, the trusted, validated data foundation that ensures consistency and accuracy across your organisation.
3. Sandbox Before You Scale
Build AI sandboxes for testing and learning before production. It’s the safe playground where models can evolve without compliance risks.
4. Treat AI Like a Fast, Inexperienced Employee
As Mark shared, AI works fast but lacks comprehension. Its outputs need oversight, governance, and human validation.
5. Responsible AI Is Built, Not Bought
From data readiness to compliance guardrails, responsible scaling means tying every initiative back to measurable business goals not hype.
6. Human Trust Is the Real Foundation
When trust in data collapses, operations stall. Rebuilding that trust rebuilds business momentum.
Speaker Highlights
Lance Rubin: Founder, Model Citizn
Global financial modelling expert helping leaders make data-driven decisions with clarity and confidenc
Dhanusha Muthukumarana: CEO, POTENZA
Forbes Technology Council member with 25+ years of transformation leadership. Expert in automation, AI adoption, and digital architecture.
Mark Vigors: COO, POTENZA
Former Westpac and Telstra executive with 30+ years in governance, data strategy, and operational transformation.
Moderator: Trevor Churchley, Head of Customer Success POTENZA & Model Citizn
Register for Future Discussions
Stay in touch for our upcoming “Future of Finance” and “AI Readiness” sessions.
