As AI systems become increasingly autonomous, enterprises are moving from using AI as a tool to allowing it to act within live business environments. With that shift, the need for human experience and operational judgement becomes more critical, not less.
In his latest guest article for Express Computer, Vinay Chhabra, Co-Founder & MD, AceCloud, explores why the growing autonomy of AI is changing the risk equation for enterprises and why operational experience will be essential to deploying autonomous systems safely and effectively.
Chhabra examines how autonomous systems can amplify the consequences of seemingly small errors, particularly when they operate without sufficient boundaries, oversight, and accountability. Drawing on examples such as PocketOS and Klarna, he highlights why strong AI performance alone does not guarantee reliable outcomes in real-world environments.
The article also explores what “experience” means in the context of AI operations, why accountability becomes increasingly complex as systems take autonomous actions, and how organizations can build the operational maturity needed to scale AI responsibly. The next phase of AI, he argues, will reward organizations that understand not just what their systems can do, but how they behave under pressure.
Read More: Express Computer
Vinay Chhabra is the Co-Founder & Managing Director of AceCloud (a brand of RTDS), a leading provider of end-to-end cloud computing solutions to global enterprises across industries at scale. As a visionary leader, Mr. Chhabra plays a crucial role in shaping the company’s strategic direction and firmly believes that organizational success hinges on investing in talent and fostering a culture of innovation. His proactive approach involves continuously exploring new opportunities and integrating emerging technologies into AceCloud’s business framework to stay ahead in a dynamic market.
