AI news story

96% of IT pros use AI now: Their top 7 agentic applications and biggest implementation roadblocks

A new study to an emerging skill set that is becoming more valuable in the AI age: validating AI outputs.

  • AI
  • Source: ZDNet
  • Published: 2026-05-21

Editor's take

Ninety-six percent of IT professionals report current AI usage, with a significant focus on agentic applications. This widespread adoption underscores the rapid integration of AI across enterprise functions, moving beyond experimental phases into active deployment. The emphasis on agentic tools suggests a shift towards automating complex workflows and decision-making processes, impacting roles from software development to customer service.

The critical finding is the emerging demand for AI output validation skills. This highlights a crucial tension: as AI systems become more autonomous, the need for human oversight and critical evaluation intensifies. This isn't about AI replacing humans entirely, but rather about a collaborative paradigm where human expertise is essential to ensure accuracy, reliability, and ethical deployment of increasingly powerful AI agents.

Future developments will hinge on how organizations address the identified implementation roadblocks, which likely include data quality, integration complexity, and talent gaps in AI validation. Success will be measured by the development of robust internal processes and tools that empower IT pros to effectively govern and trust AI outputs, rather than simply adopting the technology itself.