Where AI can help.
Start where relationship work becomes administration. Give the rep a shorter path from the visit to the next useful conversation.
Visit notes and CRM preparation
Structure people met, materials left and next steps. Preserve speaker and role, distinguishing rep observations, staff statements and buyer-confirmed commitments before updating the account.
Measure record completeness
Follow-up and quote drafting
Prepare an email with requested materials or a quote draft using approved products and pricing. Keep discounts, availability and delivery commitments under sales review.
Measure time to approved follow-up
Evidence-based attribution
Preserve separate fields for a recorded visit, a brochure scan, a customer-stated source and an inferred influence. A scan alone does not establish identity or prove causation.
Measure traceable source coverage