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Why AI agents require a new approach to data architecture
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Fusion42 · 14 September 2026 · Fusion42 review
Agentic AI is dramatically increasing the complexity of data consumption patterns, requiring new data architecture approaches like governed data consumption layers within data fabrics to manage and secure diverse, dynamic access from multiple AI agents and applications.
This Wire brief sits within Fusion42's coverage of AI Agents, Data Infrastructure and AI Infrastructure.
◆ ◆ The Wire takeaway
Data architectures designed for predictable use break under AI agents. You must adopt governed data consumption layers now to scale AI workflows without exploding complexity or risk.
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1 source · 14 Sep 2026
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