AI AutomationImplementation
How to scope an AI automation rollout in 30 days
A practical operating plan for moving from audit to launch without overbuilding the first version.
Roman Bilousov•Mar 18, 2026•2 min read
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CRM cleanup before AI: the minimum viable data checklist
Before you add AI, fix ownership, lifecycle stages, and required fields. Otherwise the model just scales noise.
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Lead routing that does not break sales handoff
Design routing rules so the AI layer improves speed without hiding responsibility from the revenue team.
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