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Category 01 · Layer 9: Commercial Systems
CRM & Pipeline
The system of record for the deal is also the layer where "agentic" gets claimed the loosest. The test we apply: can an agent update a record, trigger an action, and leave an audit trail the way a human user would, or does "AI" mean a chat panel suggesting next steps a person still has to click?