A plumbing company owner who also builds software for the trades listed the AI workflows running in his shop: email triage, job booking by text and email (he still doesn't trust voice agents), truck and warehouse restocking, fleet maintenance reminders, reviewing sold-job notes for missed opportunities, drafting quotes from tech notes and photos, job routing, review requests and missed-call texting. In replies he says job booking saves the most time, and that quotes over $5K, price negotiation and truck restock orders over $1K still go to a human.
High Ground (about 150 employees across NJ, NH and ME) started with AI only on overflow and after-hours calls in place of voicemail. It then moved AI to the front line one day a week, then two, then all five, with warm transfers to CSRs for escalations. The company reports AI now handles 75% of inbound calls, the abandon rate fell from 10% to 2%, AI books 81% of bookable calls, $250K-$300K a year in CSR costs were avoided without layoffs, and outbound SMS campaigns bring in $100K-$250K a month.
Hatch, ServiceTitanVendor case studyHatch · Dec 2025
After expensive agency campaigns flopped, Leakbusters built its own Facebook/Instagram ads with AI avatars and digital influencers. Ads that used to take about four hours and $2,500 to shoot now take minutes, and the team split-tests avatars to find which ones get responses. According to the article, the company generated nearly $150,000 in sales from AI-driven ads in recent months, and it tracks every lead from ad to finished job by connecting its GoHighLevel CRM with JobNimbus.
GoHighLevel, JobNimbusArticle / interviewContractor Marketing Pros · Dec 2025
During a heat wave, a Gulfshore Air (Niceville, FL) customer with a freezing unit called and reached "Finn," the company's AI virtual agent. Finn booked same-day service based on real-time capacity, the job was tagged as a Google LSA lead with a membership opportunity, AI dispatch picked a tech by skills and predicted job value, and the tech sold a $1,185 job. Gulfshore reports $370,000 in added revenue over 30 days from automated marketing campaigns and a $150 higher average ticket. CNN separately reported that its techs use AI to pull up technical info instead of digging through 60-page manuals.
Connecticut roofer Brown Roofing connected an AI texting and follow-up platform to its lead sources and AccuLynx CRM to run speed-to-lead, post-appointment estimate follow-up, long-term nurture of aged leads, and cross-sell campaigns to past customers. Follow-up that used to be "ad hoc and inconsistent" is now standardized and trackable. The case study reports the year-to-date conversion rate rose from the low 70s to 86%.
A remodeler named Jim photographed a client's house and had ChatGPT produce a concept image of it with a new front porch, which took about a minute and helped move the client toward a design agreement. Others use it to straighten room photos and remove clutter. The video warns that AI images can change details such as logos or move objects, so they're for early concept conversations, not portfolio shots or final designs.
After 5.5 years of generating work by door knocking, Houston's TrueWorks Roofing added Roofle's RoofQuote PRO to its website in September 2023, so homeowners can get an instant quote based on aerial measurements of their own roof (Roofle says its instant measurements are AI-enhanced). Owner Joel Patzke uses it mainly as a lead magnet and to forecast cash flow. Roofle's case study reports 15 to 20 extra leads a month, a few more closed jobs a month from those leads (the page says both 2 to 4 and 2 to 5), and revenue rising from $2.9M to $4.3M, while noting Houston storms also played a role. These are vendor-reported figures that haven't been independently audited.