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Most agentic AI projects in production have stalled over data problems

Enterprise adoption of agentic AI in production rose to 32% in 2026, up from 29% in 2025, but governance and data quality issues are stalling progress, according to Confluent's Data Streaming Report surveying 4,625 IT leaders across 14 countries.

read1 min views1 publishedJun 18, 2026

Enterprises are connecting AI agents to live data feeds and putting them to work on tasks that once required human review, from IT operations to software development. The number doing this in production reached 32 percent in 2026, up from 29 percent the year before, according to Confluent’s annual Data Streaming Report, which surveyed 4,625 IT leaders across 14 countries. Governance and data quality top the list of agentic AI obstacles IT leaders point to … More

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