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PlatformDatabricks Blog·September 30, 2026·Julia Powell

How to scale agentic applications without creating AI sprawl

Summary

Scaling autonomous agentic applications without creating AI sprawl requires shared infrastructure for context, tooling, governance, and observability instead of rebuilding capabilities for every agent. Establishing centralized choice, governed enterprise context, and rigorous control ensures teams can adopt new models while enforcing scoped permissions, consistent policies, and operational tracing.

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