Industry TrendsApril 2026
AI framework adoption in enterprises has nearly doubled year-over-year entering 2026. Agentic systems — AI that plans, executes, and self-corrects across complex pipelines — are moving from research into production. For platform and infrastructure teams, this means rethinking how data flows, how pipelines are secured, and what observability actually means when the workload is an autonomous agent, not a container.