Gartner's Hype Cycle methodology plots emerging technologies against a curve of inflated expectations, disillusionment, and eventual productive use, and its 2026 edition for agentic AI places the category squarely at the peak of inflated expectations. More than 60 percent of surveyed organizations expect to deploy AI agents within two years, yet only 17 percent have actually done so to date - a gap Gartner frames as a signal that expectations are running well ahead of deployable capability.
The 2026 edition also tracks an emerging shift in vendor positioning, with governance, security, and cost-control features increasingly bundled alongside core agentic AI capabilities, reflecting buyer demand for more accountable and predictable agent behavior before committing further budget.