The practical AI use case
The strongest AI use cases in sales are straightforward: summarizing lead context, suggesting follow-up language, and highlighting which opportunities need attention.
Those tasks reduce time spent on repetitive review. They do not remove the need for ownership, judgment, or relationship-building.
What teams should avoid
Teams should be cautious of AI workflows that add noise instead of clarity. If the tool produces more suggestions than action, it becomes another review layer.
The right implementation helps the team move faster with better context. It should not feel like a parallel system that needs to be managed on its own.