The Library · By industry

AI agents for auto repair and collision shops

What a custom agent looks like inside an independent repair shop or collision center — the ten roles in your language, and what each plugs into in a business running Tekmetric, Shop-Ware, Mitchell or CCC.

last reviewed

A repair shop's day is decided by two things: how quickly a customer approves recommended work, and how fast parts arrive. A collision center adds a third — an insurer who has to agree to the scope before anyone is paid. All three are communication problems, and all three are handled by a service advisor who is also answering the phone, which is why approvals sit and cars wait.

What an agent plugs into here

The honest version of "does it integrate with my software." These are the systems this industry actually runs on, and what each one means for a build.

Tekmetric / Shop-Ware / ShopmonkeyShop management

The modern systems of record for mechanical repair — estimates, digital inspections, approvals, parts and invoicing, with genuinely accessible interfaces.

Mitchell / CCC / AudatexCollision estimating

The language insurers settle collision work in, carrying scope, labor times and parts pricing, plus the workflow between shop and carrier.

Parts procurementSupply

PartsTech, Nexpart and supplier portals for ordering and availability, where a wrong or delayed part is the most common cause of a car sitting.

Digital vehicle inspectionSales

Photos and video sent to the customer with the recommendation, which is the single largest lever on approval rates.

Labor guides and repair dataReference

Times and procedures that estimates are built from and that disputes are argued with.

Payments and financingRevenue

Payment links and repair financing offered at the point of approval.

Customer communicationFront office

Text and email for approvals and status, which is where most of the advisor's day actually goes.

The ten agents, in your language

Each of these is a real build, not a feature of a product you already pay for. Follow one through to see how it works in general.

The Follow-Up

Nothing you are owed gets dropped.

  • Declined or deferred recommendations, revisited when they come due
  • Estimates sent to customers who have not approved
  • Insurers who have not responded to a submitted supplement

The Intake

Whatever arrives, in whatever format, becomes a clean record.

  • Appointment requests arriving by phone, web and after hours
  • Insurance assignments and tow-ins arriving without a customer conversation
  • Parts quotes and availability responses from suppliers

The Drafter

Writes the recurring document from your own past work.

  • The customer-facing explanation of why a repair is recommended
  • Supplement narratives for collision work, from photos and teardown findings
  • Estimates built from the inspection and prior history on the vehicle

The Watcher

Knows what expires, renews or comes due — and says so first.

  • Vehicles waiting on parts with no updated arrival date
  • Recommended work coming due by mileage or time
  • Technician certifications and shop licensing

The Answer Desk

Answers from your own records, not from the internet.

  • "When will my car be ready?" — answered from the workflow, not the advisor
  • Service history on a vehicle, asked at the counter
  • What a warranty covers on a previous repair

The Scribe

The conversation becomes the record, without anyone typing it up.

  • The advisor call becomes a documented approval with what was agreed
  • The teardown becomes the supplement record with photos attached

The Reporter

Assembles the recurring report from systems that do not talk.

  • Effective labor rate, technician efficiency and hours sold per repair order
  • Approval rate by advisor and by recommendation type
  • Cycle time and parts delay by supplier

The Reconciler

Matches two sets of records and queues only the exceptions.

  • Parts invoices against what was ordered and what was billed on the ticket
  • Insurance payments against the approved estimate
  • Technician flagged hours against clock time

The Connector

Two systems that do not talk, now talking.

  • Shop management and accounting
  • Parts ordering and the repair order
  • Estimating and the shop workflow for collision work

The Gatekeeper

Applies your rules, escalates only what needs judgment.

  • Warranty versus customer pay decisions on a comeback
  • Discount and goodwill authorizations against shop policy
  • Whether a supplement is documented sufficiently to submit

Worth a conversation?

Start a conversation