A new report indicates that India has taken a leadership position in AI observability while global enterprises face challenges managing the costs associated with agentic AI systems. The findings suggest that observability capabilities—tools for monitoring and understanding AI system performance—have become critical as organizations seek to control expenses related to autonomous AI agents. The report highlights a growing gap between India’s technical readiness in this area and enterprises’ broader struggle to implement cost-control measures for advanced AI deployments.