CRM Cleanup Should Happen Before Sales Automation
CRM cleanup should happen before sales automation because automation multiplies duplicate records, unclear stages, stale ownership, and bad pipeline data.
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Field notes
Clear thinking on AI automation, agentic workflows, operational software, and the decisions that make digital transformation useful in production.
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