The transition from bloated commercial software to lightweight AI agents is best executed through systematic replacement. Attempting a complete, overnight overhaul of your entire company infrastructure is a high-risk strategy that often leads to operational disruption.
Instead, successful organizations isolate specific tool categories, deploy targeted agentic pipelines, and verify their performance before proceeding to the next category.
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