Home Services & Restoration ยท persona
Independent franchise of national restoration brand. Insurance-pay heavy. 24/7 emergency response. Documentation determines whether you get paid.
A day in the life
It's 11:47pm. A homeowner calls, pipe burst, water everywhere. The on-call dispatcher answers, gets the address, and sends a crew. By 1:30am the crew is on-site setting equipment.
Now the documentation cycle starts. Every photo, every moisture reading, every piece of equipment placed needs to be documented for the insurance carrier (typically Xactimate-compatible). Every day the equipment runs needs daily monitoring. The estimate needs to be built. The carrier needs status updates. The TPA (Crawford / Sedgwick / Innovation) needs invoices. The homeowner needs reassurance.
The AI Operating Layer handles the documentation cycle that's eating field crew time. Photos uploaded by the field tech are auto-categorized (room, damage type, dry vs in-progress vs final). Daily monitoring readings get logged with timestamp + tech + room. Estimate components are auto-suggested from photos + scope + Xactimate price list + carrier-specific guidelines. Carrier status updates get drafted from the job activity for office manager review. TPA-specific invoice formats get auto-generated. Homeowner gets daily progress messages without the dispatcher manually composing them.
The restoration franchise (puroclean / servpro model) playbook
Out of the full Home Services & Restoration catalog, these are the ones a restoration franchise (puroclean / servpro model) should run first.
First-touch & lead capture
Inbound call/web/SMS hits the system; gathers loss/job type, address, severity, contact within seconds; routes to right dispatcher; sends customer ETA confirmation; escalates on no-acknowledgement.
Documentation & insurance workflow (restoration)
Field-uploaded photos auto-categorized (room, damage type, phase: dry / in-progress / final). Moisture readings logged with timestamp + tech + room.
Documentation & insurance workflow (restoration)
From photos + scope + carrier-specific guidelines + Xactimate price list, drafts a scope queued for office manager / estimator review.
Documentation & insurance workflow (restoration)
Drafts carrier-facing status updates from job activity (equipment placed, drying complete, content pack-out done); queued for office review.
Documentation & insurance workflow (restoration)
Drafts and sends daily progress message to the homeowner from job activity; reduces 'how's my house?' calls.
In the wild
Lead Intake Intelligence is the workflow that already runs in production at PuroClean of North Metro Atlanta and is the heart of the SPAR vendor application, 24/7 first-touch on every inbound water/fire/mold call.
The AI workflow: inbound call (or web form) hits the system within seconds. AI gathers the immediately-needed information (loss type, address, severity flags, contact). Routes to the right on-call dispatcher with the loss summary pre-filled. Sends the homeowner a confirmation SMS with ETA. If the dispatcher doesn't acknowledge in N minutes, escalates.
The critical metric: median first-touch under 60 seconds at any hour. Insurance referral partners measure this; the franchise that responds fastest gets the next referral.
A mid-size restoration franchise running this workflow typically wins 15-30% more inbound jobs from referral partners and reduces the dispatcher's overnight burden materially.
Tell us your operation type (restoration franchise / trades / cleaning / handyman), team size, and the workflow that breaks most often. We'll come back with a written map of which 5-7 automations matter first and what the first 90 days would change.