A Virginia HVAC company automates unsold-estimate follow-up
Leonard Splaine Co. uses AI to handle estimate follow-ups and membership inquiries so its CSRs don't have to.
What they did. Picked an AI vendor (UpSmith) after shopping options at an ACCA event, and handed it routine estimate follow-ups and membership questions.
How it went. The COO reports follow-up sales on unsold estimates went up after going live. He frames it as taking work off CSRs, not replacing them.
Worth knowing. His advice is crawl, walk, run: test, expect some failures, and structure contracts so the payments match the return.
Their number. Follow-up sales on unsold estimates up 25% since going live (company-reported, no baseline given).
“There's going to be some failures with it, because it's technology.”