This research report from Marlabs synthesizes 10 of the most consequential enterprise AI surveys published in 2026, representing more than 30,000 leaders across 100+ countries, and translates the findings into a practical playbook for 2026. This much is clear: adoption is universal, but value capture is concentrated to a small few. The 2026 leaders are the firms rewiring their operating model around AI, not just buying more tools.

Our Key Findings & Challenges

• AI deployment has become nearly universal with 88% of organizations now using AI in at least one business function.
• Today, 80% of firms capture only 25% of AI’s economic value.
• 79% of enterprises report significant challenges scaling AI initiatives into production and achieving measurable ROI.
• Two-thirds of organizations cite security and risk as the top barrier to scaling agentic AI, reflecting growing concerns around oversight, permissions, auditability, and compliance.
• 62% of organizations cite talent shortages and AI skills gaps as the leading barrier to scaling AI transformation efforts.

Read the whitepaper to discover what these trends mean and what enterprise must do to prepare in the next six months.