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Enterprise AI Is Delivering Real ROI — But Only for a Third of Companies

New data shows enterprises with mature agentic AI deployments seeing 171% average ROI and five-month payback periods — while 60% of companies remain stuck in pilots. This piece breaks down what separates the winners from the stuck, and why governance, not technology, is the actual bottleneck.

DrafterDaily Editorial·July 23, 2026·7 min readBusinessAIEnterprise

Frequently Asked Questions

Enterprises with mature, production-stage agentic AI deployments report an average 171% ROI, with US enterprises seeing figures closer to 192%. However, this applies specifically to deployments that have moved past the pilot stage with proper data infrastructure and governance in place — the roughly 60% of companies still stuck in pilot mode are not seeing comparable returns.

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