Context is king: AI, ownership, and the end of the ticket | Atlassian

For decades, the ticket has been the organising unit of service management. But what happens when issues are identified before they are reported, resolved before they are raised, and increasingly handled by AI-assisted systems? These are no longer hypothetical questions. As organisations begin to experiment with AI-assisted service models, they are becoming central to discussions about how work is coordinated, organised, and measured.At a recent roundtable ‘The Ticketless Future Is Here. Are You Ready?’, hosted by Atlassian, 10 enterprise leaders sat down to examine what it would take to holistically transition from reactive service management to more proactive systems of work. Together, they explored the organisational conditions required for AI to deliver meaningful outcomes and the governance challenges that arise as AI agents take on greater responsibility across seamless and connected work systems..Host Gautam Srinivasan was joined by an eminent panel including Vivek Iyer (Atlassian), Aravind Raghunathan (Murugappa Group), Piyush Garg (Jubilant FoodWorks), Sourav Dasgupta (Allcargo Global), Abhinav Tiwari (ONDC), Thiyaga B (CaratLane), Shakir Wani (Aditya Birla Fashion & Retail), Tanmoy Deb (Motherson Innovations), Arjun Marwaha (YabX/Comviva), and Amit Bhatia (KARAM).The experts offered valuable insights into the future of service management through four interconnected themes: the shift from ticket-centric workflows, the significance of organisational context, the governance of increasingly autonomous systems, and the role of trust in AI-enabled operations. Watch the video to understand what a genuinely ticketless system needs to function vs. what’s just a new interface on an old problem, why context, not compute, is the real competitive moat, why AI deployments fail before the model is even the problem, and how frontline resistance to AI is often a mirror for organisational dysfunction.

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