Organizations across manufacturing, enterprise software, and services are increasingly adopting agent-based AI systems to manage complex, long-running processes, moving beyond AI as a support tool toward autonomous execution in defined environments. The discussion noted that as AI systems scale, enterprises face growing challenges around resilience, data protection, and operational continuity. Rapid AI adoption has increased volatility, making structured oversight, clear operational rules, and accountability frameworks critical at both enterprise and national levels. Participants emphasized that without governance, AI initiatives risk inconsistency, misuse, or failure at scale.Sovereign AI was identified as an expanding trend, driven by national priorities around data control, regulatory compliance, and local innovation. Developing a workforce equipped to manage AI systems, governance, and infrastructure was positioned as a prerequisite for sustainable adoption and long-term competitiveness.

Source: Economic Times January 05, 2026 06:02 UTC