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The difference between AI pilots that stall at compliance review and agents processing invoices autonomously in production is not ambition. It is architecture. This guide covers the platform components, governance framework, and vendor landscape enterprises need to evaluate when deploying enterprise AI agents for complex, document-heavy back-office work.