
PodChats for FutureCIO: Not getting fired because of ungoverned AI agents
Employees who use unauthorized AI tools face personal liability that extends far beyond data exposure. In Singapore, a lawyer was ordered to personally pay costs for citing a fictitious case generated by AI, and law firms now treat AI policy breaches as sackable offences. A Sydney developer lost his unfair dismissal case after AI-assisted emails became "combative" and "ungovernable". These examples suggest that employees remain accountable for the tools they use at work. In this PodChats for FutureCIO, Richard Jones, VP and GM for APJ, Denodo, discusses why accountability -remains in place even when we delegate actions to robots. 1. Most IT leaders claim full visibility into AI tools, yet most also admit unapproved AI is common. If a data leak happens through an ungoverned agent tomorrow, can you demonstrate visibility—or just the appearance of it? 2. Many leaders believe shadow AI makes employees more productive, even as most report negative AI incidents. How do you make the case for governance without being seen as the CIO who slows things down? 3. Most organisations encourage AI companions and agent use, but fewer than half have clear governance for it. When an ungoverned agent causes an operational incident, what is the CIO’s personal exposure? 4. Machine identities now outnumber humans 109 to 1, and most organisations lack credential revocation for AI agents. How prepared is the typical SEA enterprise to cut access when an agent goes rogue? 5. How do you deploy agentic AI when you cannot guarantee shadow tools are not pulling from stale or ungoverned sources? 6. How confident are you that a shadow AI inventory built for one market survives an audit across SEA? 7. Singapore’s PDPC is proposing that agent memory be classified as a personal data repository. When an agent retains personal data across sessions, how do you ensure deletion actually propagates through opaque vendor systems? 8. ASEAN’s Digital Economy Framework Agreement is set for signing in November 2026, with AI governance provisions included. How should SEA CIOs position shadow AI as a regional compliance issue—not just an internal IT problem?










