Predicts 2026: AI Agents, MCP and Governance Are Transforming Analytics

AI agents and generative technologies are rapidly changing how analytics is delivered and consumed. Organizations are moving beyond dashboards toward automated and agent-driven analytics, often, faster than their governance models, architectures, and operating practices can adapt.

This report distills the most important findings and forward-looking planning assumptions that analytics, data, and AI leaders need to understand as these shifts accelerate.

What You’ll Learn

Our Key Takeaways from the Report:

• How AI agents are reshaping data access, exploration, and decision-making across analytics and BI
• Emerging integration standards for AI and analytics systems
• The growing importance of interpretability, trust, and governance
• Strategic planning assumptions leaders should factor into analytics initiatives through 2026

Gartner, Predicts 2026: AI Agents, MCP and Governance Are Transforming Analytics, Kjell Carlsson, Edgar Macari, et al., 19 November 2025 

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