AI has moved beyond experimentation. It is now a key driver of business transformation. Companies that fully integrate AI into their strategy are redefining industries, streamlining operations, and creating new sources of value.
Having worked on AI for 40 years, Professor Toby Walsh, Scientia Professor of Artificial Intelligence, University of New South Wales and CSIRO’s Data61, explores the essentials of large-scale AI adoption, the challenges enterprises face, and the vital role of human intelligence in guiding AI-driven decisions. In this APAC Confluence 2025 session, he delved into the evolving regulatory landscape and discussed how businesses can position themselves as leaders in responsible AI deployment.
Key Takeaways
AI Is a Business Strategy and an Investment
The most forward-thinking companies are not treating AI as a side project but are embedding it into their core operations. AI is enhancing decision-making, optimizing processes, and uncovering new growth opportunities.
High-Quality Data is the Foundation for AI Success
AI is only as good as the data it learns from. Organizations need a well-structured data strategy that ensures accuracy, relevance, and accessibility. Organized data leads to more reliable AI-driven insights and better business outcomes.
People Are the Key to Unlocking AI’s Full Potential
AI must be paired with human expertise. Companies that invest in upskilling employees and fostering a culture of innovation see the greatest returns. Empowering teams with AI skills allows businesses to adapt faster and make smarter, more strategic decisions.
Regulation and Ethics Will Shape the Future of AI
As governments and regulators focus more on AI governance, businesses must stay ahead of emerging policies. Companies that prioritize transparency, fairness, and ethical AI use will mitigate risks and gain trust and long-term competitive advantage.
There are no AI problems. There are business problems. AI can help them.
