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AI & Automation

From Pilot to Production: How Enterprises Are Scaling Agentic AI in 2025

Johan Lindqvist · 12 May 2025 · 8 min read

Scaling agentic AI from a successful proof of concept to a production system handling real business processes is harder than most teams expect — and the gap closes through a specific set of decisions made before the build starts.

The Gap Between Sandbox and Production

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What Actually Changes When You Scale

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The Critical Decision Points

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Building the Right Governance

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Organisational Readiness

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What the Programs That Made It Have in Common

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