2025 Gartner® thought leadership report
How to Choose the Right Architecture to Build AI Agents
Interest in AI agents has skyrocketed over the past 12 months. The Gartner® Software Engineering Survey for 2025 shows that “building AI capabilities into applications” ranks among both the top priorities and top challenges for AI engineering leaders.¹ But without a solid understanding of AI agent architecture, teams risk poor design choices that can lead to failed delivery and mounting technical debt.
In our view, this 2025 Gartner® report will guide your team in selecting the right components and architecture patterns for building AI agents, helping you to better understand:
- The key components of AI agent architecture that reduce cost and risk
- The benefits of agent roles, multi-agent modularity, and other AI agent architecture patterns
- How to establish a well-defined AI agent architecture that ensures scalability, modularity, and adaptability to deliver agents that add business value
Download your complimentary copy, provided by Weights & Biases, and help aid your team in making the right architecture decisions for AI agents.
1 Gartner®, How to Choose the Right Architecture to Build AI Agents, Tigran Egiazarov, Gary Olliffe, Adrian Leow, Jim Scheibmeir, Tom Coshow, Arun Batchu, 5 June 2025.
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