Autonomous AI applications are no longer speculative technologies nor are they just about self-driving cars. Autonomous AI embedded in vehicles, drones and a variety of other vehicles are creating a fundamental shift in how industries operate, move goods, respond to crises, and maintain infrastructure.
In this episode of the AI Adoption Podcast, I am joined by Dr. Madeline Cheah, a leading voice in cybersecurity and AI assurance with Cambridge Consulting, Capgemini’s deep tech arm, to explore the landscape of autonomous AI applications and their implications. We discuss what makes a system “autonomous,” how autonomous applications are deployed across industries, and what organisations must do to adopt them responsibly.
Dr. Cheah explains how autonomous drones are already inspecting railway tracks, autonomous tractors are harvesting fields, and autonomous vehicles are assisting in disaster zones. With AVs taking over high-risk and labour-intensive roles, there are significant benefits to workforce safety and supply chain resilience.
However, Dr. Cheah warns that as these vehicles grow in capability, so too do the risks. AVs operate with vast networks of sensors, software, and AI models, making them complex, interconnected systems vulnerable to cyber attacks. She emphasises the importance of designing with security in mind and explains how modern AVs depend on diverse AI supply chains. That makes traceability, assurance, and good governance essential for any business looking to adopt autonomous technologies. Consequently, there is a growing need for transparency, sound assurance processes, and regulatory clarity.
Key Highlights:
• Autonomous vehicles in action across agriculture, logistics, rail, and emergency services
• Safety and efficiency gains from reducing human involvement in high-risk tasks
• The risk landscape: cybersecurity, AI decision-making, and emergent behaviour
• AV supply chains that include open-source code, third-party datasets, and AI models
• Strategic guidance for business leaders: feasibility, safety, and system assurance
Chapters
00:00 Introduction to Autonomous Vehicles
04:35 Importance of Autonomous Systems
06:06 Autonomous AI Applications
10:57 Risks and Challenges of Autonomous Vehicles
15:48 Mitigating Risks in Autonomous Systems Development
18:34 Creating and Managing AI Supply Chains
20:50 Regulatory Considerations for Autonomous Systems
22:03 Priorities for Companies Implementing Autonomous Vehicles
24:15 Impact of Autonomous Vehicles on Employment
26:28 Societal Factors Driving Adoption of Autonomous Vehicles
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