Local & Consumer Services ยท persona
Independent repair shop, body shop, tire and lube, or detailing operation. Bay time is the product and estimate approvals are the bottleneck.
A day in the life
A four-bay shop has three cars up and a service advisor who is on the phone, at the counter, and in the shop at the same time. A technician finds a second issue on a car mid-job. Now the customer has to approve the extra work before anything moves, so the advisor calls, gets voicemail, and the car sits on a lift earning nothing.
That dead time repeats all day. Cars waiting on approval, customers calling to ask if it is ready, and a phone that rings while the advisor is elbow-deep in a write-up. Every one of those calls is a potential booking that goes to the shop down the road.
The AI Operating Layer handles the communication layer around the work. Approval requests go out as a text with the photo, the finding, the price, and an approve button, so the customer responds in two minutes from their desk instead of at the end of the day. Status updates go out on their own at the moments customers actually want them, so the shop stops fielding "is it done yet" calls.
Missed calls get an instant text back with the next available appointment. Declined work is not forgotten; it gets logged and followed up at the right interval. And every vehicle with a service interval coming due gets a reminder built from its own history rather than a generic quarterly blast.
The auto service, repair & detailing playbook
Out of the full Local & Consumer Services catalog, these are the ones a auto service, repair & detailing should run first.
Capture: never lose an inbound
An unanswered or abandoned call triggers an SMS within thirty seconds asking what the caller needs and offering the next available times, so the caller books instead of dialling a competitor.
Come back: protect the recurring base
Work a customer declined is logged with its photo and estimate and followed up at the right interval, turning a no into a scheduled job later.
Come back: protect the recurring base
Each vehicle or asset is tracked against its own service intervals and usage history, so reminders go out when that customer is actually due rather than on a generic quarterly blast.
Run the shop: the back office behind the counter
Additional work found mid-service is sent to the customer as a photo, a plain-English explanation, a price, and approve or decline buttons, with every response logged.
Run the shop: the back office behind the counter
Customers get progress updates at the moments they would otherwise call to ask, which removes a large share of inbound status calls from the counter.
In the wild
Photo-backed estimate approval is the workflow that gets cars off the lift.
The workflow: the technician photographs the finding and adds a short note. The system builds a customer-facing message with the photo, a plain-English explanation of what it means and what happens if it waits, the price, and approve and decline buttons. It sends by text, because approvals happen by text and not by voicemail. If there is no response within a set window, it follows up once, then flags the advisor.
Every approval and decline is logged with its photo and timestamp, which settles the "I never approved that" conversation before it starts.
At a four-bay shop, cutting hours of daily approval lag frees bay capacity that already exists, and the declined-work log becomes a follow-up list worth real money later.
Tell us what kind of business you run, roughly how many customers or appointments a week, and the thing that breaks most often on your busiest day. We will come back with a written map of the five to seven automations worth doing first, in order, and what the first ninety days would actually change.