Top Database Management Trends, Challenges, and Breakthroughs for 2025: How Vendors Are Shaping the Path to Agentic AI

This IDC Market Perspective summarizes the most notable database supplier initiatives completed in 2025 and explains how they collectively signal a shift from databases for AI experiments to databases for AI execution. Across the market in 2025, vendors expanded integrated vector search and hybrid retrieval, advanced converged access to real-time operational and analytical context, strengthened hybrid cloud and multicloud operating models, introduced early agent-aware tooling inside database platforms, and increased emphasis on automation and production-grade controls. Taken together, these moves reflect a market prioritizing predictable retrieval, lower data movement, and safer database-assisted actions as organizations push agentic AI into operational workflows."Last year, 2025, marked a point in which database innovation pivoted from adding AI features to operationalizing AI outcomes. Suppliers that make retrieval predictable, context continuous, and AI-assisted actions controllable inside the database management system (DBMS) will set the pace for agentic AI at scale," says Devin Pratt, research director, IDC