AI: From Hype to Enterprise Reality

What separates AI experimentation from measurable enterprise value? The July 2026 ADAAS Research report on AI adoption, ROI, agentic AI, developer productivity, data architecture, and the shift toward outcome-based models.

• AI adoption and ROI — what actually moves the needle beyond experimentation.
• Agentic AI and its emerging role across enterprise workflows.
• Developer productivity, data architecture, and the shift toward outcome-based models.

Experimentation is cheap and everywhere; measurable enterprise value is not. The gap between the two is where this report lives.

The full argument, evidence and recommendations continue in the report.