Governance and data quality will determine agentic AI ROI winners
Enterprises expect agentic AI to deliver significant returns, but governance gaps and data quality remain critical barriers to capturing that value. OpenAI published a five-step framework for managing AI investments and governing agentic workflows at scale. A SAP survey of 2,600 executives found rising AI ROI globally, with agentic systems positioned to unlock substantial gains—yet only for organizations that address foundational governance and data readiness first.
Why it matters
Leaders must assess whether their governance infrastructure and data quality can support agentic AI deployment, as these factors will determine competitive advantage in AI ROI realization.
Sources
- How to manage AI investments in the agentic eraOpenAI Newsroom - 2026-07-14
- AI ROI is rising, but not where companies expectedcio-dive - 2026-07-15
- Business Value of AI Is Spiking, Driven by Increased Adoption and Agentic Expectations, SAP Findsurl.us.m.mimecastprotect.com - 2026-07-15