Raising the quality of insights in agentic analytics

Agentic analytics is promising but still immature: only 48% of agent-generated insights at surveyed organizations lead to business-improving actions, creating a clear gap between AI investment and measurable ROI. For CIOs and technology leaders, the strategic takeaway is that value will depend less on deploying more agents and more on improving data context, governance, and semantic consistency so insights are accurate, actionable, and not overwhelming for teams to review. Organizations that solve these issues are seeing a much higher share of agent insights translate into business results, while those that do not face wasted spend and the risk of bad automated decisions.