Dynatrace Report 2026: AI Adoption Outpaces Operational Readiness
Dynatrace, the leading AI-powered observability platform, today released findings from its State of Observability 2026 report, examining how organisations are navigating the growing complexity of AI adoption and the operational challenges associated with scaling autonomous systems. Based on a global survey of 1,202 technology leaders, the report finds that while enterprises are accelerating their adoption of AI and agentic technologies, their ability to maintain visibility, trust and control over these systems is struggling to keep pace.
The findings highlight this challenge in India, where 53% of organisations identify the expansion of AI, large language models (LLMs) and agentic workloads as a leading source of technology complexity, an increase of nine percentage points from the previous year. Unpredictable AI behaviour is another significant challenge, cited by 50% of Indian organisations. As enterprises move AI initiatives from experimentation into production, the growing volume of data, integration requirements and infrastructure demands are...
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