AI Australia Podcast

What if the knowledge locked inside the heads of the world's most elite scientists could be downloaded into a "nervous system" for everyone?
Craig Rayner spent decades watching life-saving drugs fail simply because the right person wasn't in the room. Now, he's built a Peer Review Agent that mimics a full development committee with 95% accuracy. We discuss the white-knuckle ride of leaving a high-flying corporate career to democratize medicine, the "Kodak moments" facing the industry, and why he believes it is now "unethical" not to use AI to save lives.
Oktopi's purpose is to democratise world-class drug development expertise: embedding it within human-guided, AI-enabled workflows and amplifying innovation through a connected global community.

Can AI truly understand the nuances of a busy commercial kitchen or a retail floor?
Ciaran and Deepesh from Deputy join the podcast to discuss the journey of launching Deputy AI, an agentic framework designed specifically for the mobile-first, fast-paced world of frontline work.
We delve into the Deputy's unique approach to early testing with customers, the challenges of driving AI literacy amongst non-desk workers, and why the next frontier of workforce management might be entirely voice-activated.
Plus, hear about their personal "life-hack" AI agents: from managing global friend groups to optimising solar energy at home.

In the world of FinTech, there are those who talk about AI, and those who ship it. Tracy Moore, GM of AI and Data at MYOB, is firmly in the latter camp. In this episode, Tracy reveals how one of Australia's leading tech innovators is leveraging the latest in generative tech to solve the most enduring challenges for small businesses: time and cash flow.
We explore the "AI Sandwich"—a framework for understanding that while the "filling" (the LLM) is exciting, the "bread" (data foundations and UX) is what actually determines success. 
Tracy shares a masterclass in building a culture of "AI as a team sport," where cross-functional ambition meets practical execution. From managing parallel streams of "no-regrets" features to exploring the exciting white space of autonomous agents, this conversation is a roadmap for any leader looking to turn complex tech into beautiful, human-centric products.
Tracy shares her personal experience of "Vibe Coding" as a modern love language, and why the secret to high-performing AI teams might actually just be... more cake.
Key Takeaways:
The 20/80 Rule: Why successful AI products are 20% technology and 80% organisational mindset.



Building Beautiful UX: Moving beyond the chatbox to create intuitive, invisible AI experiences.



The Power of Ambition: How MYOB's executive team set the tone for ambitious AI goals.



Practical Guardrails: The importance of "Steel Threads" and rolling out agents gradually to ensure mission-critical accuracy.

We change things up in today's episode and grill two Mantel Leaders, Samuel Irvine Casey and Vihan Patel, who have been in the trenches over the past 12 months building AI and Agentic Solutions. They help us unpack 2025 and predict what 2026 will bring including:
The ROI Reality Check: As the hype of 2025 settles, 2026 is framed as the year of accountability, where organisations must prove the economic value of their AI deployments.

The Token Economy: we deep dive into the sustainability of AI costs, questioning whether Silicon Valley will continue to subsidise token prices or if costs will spike as models move into high-scale production.

Knowledge Collapse & Ethics: We explore the risks of "AI feeding on AI," the potential loss of critical thinking as we increasingly rely on AI generated knowledge, and the importance of new Australian legislation regarding AI traceability.

The AGI Debate: we question how imminent "Artificial General Intelligence," including how current progress is driven more by clever engineering and high token usage than a fundamental breakthrough in machine consciousness.

If you want to hear more about Samuel's lessons learnt from building Agentic Systems take a look at his blog from 2025: https://mantelgroup.com.au/taking-agents-to-production-our-agentic-ai-approach/

Forget building dashboards! The CEO of ThoughtSpot reveals how conversational AI is killing traditional business intelligence and putting a personal, 24/7 data analyst on every employee's desktop. Are you ready to fire your dashboard and start talking to your data and can you trust the answer when you do?
In this episode, we talk to Ketan Karkhanis the CEO of Thoughtspot, a former Salesforce and Cisco executive, who explains that "AI is the new BI," arguing that businesses should stop building dashboards and start having conversations with their data. He introduces ThoughtSpot's AI agent, which acts as a personal analyst that provides actionable insights (what, why, and what to do next), with a new "A-Team" of specialised BI agents coming soon.
To address trust issues, we explore who you can use deterministic analytics and transparency to combat AI hallucinations and secure enterprise adoption. Ultimately, Keten stresses that successful AI integration—like automating data modeling or transforming his own staff meetings—must be tied to clear corporate ROI and a culture that empowers change across the organization.
Read Mantel's recent take on Natural Lanugage insight tools: https://mantelgroup.com.au/dashboards-natual-language-insights/