Data Dojo Podcast

S1 | Ep 8 | Victor Bajanov | Going "All In" on AI: Quantium’s Journey to Full-Scale AI Integration


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In this episode, I’m joined by Victor Bajanov, AI Transformation Lead at Quantium who are one of Australia’s most respected data science and AI consultancies.


Victor has been with Quantium since the early days (employee #19!) and now leads their enterprise-wide shift into AI.


From building internal tools and training programs to delivering external AI strategy for clients, he’s at the face of real, at-scale transformation.


We explore what it really means to go “all in” on AI — from rolling out tools across a 1300-person business (yes, even the receptionist) to creating agentic swarms, digital twins of the leadership team, and embedding AI into everyday workflows.


You’ll hear:


✅ Why Claude beat ChatGPT in a head-to-head internal trial

✅ How they’re building swarms of AI agents to simulate executive decision-making

✅ What it takes to scale trust and quality in AI systems

✅ Why 95% accuracy isn’t enough for production use

✅ Advice for engineers, leaders, and anyone wanting to get ahead with AI


This episode is packed with real-world insight, not theory — from someone actually doing the work at scale.


🔗 Subscribe for more Data + AI leadership insights


💬 Drop your thoughts or questions in the comments — I’d love to hear them.—


🔗 Connect with Victor: https://www.linkedin.com/in/victorbajanov/

🔗 Connect with Adam: https://www.linkedin.com/in/amasseyadam/

🌐 Check out Quantium: https://quantium.com/


#AI #ClaudeAI #ChatGPT #EnterpriseAI #LLMs #DigitalTransformation #Leadership #AgenticSwarms #DataDojo #Podcast #GenerativeAI #MachineLearning

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Data Dojo PodcastBy Data Dojo