Auto dealerships

The service drive is where AI pays for itself.

You are being shown AI for phones, follow-ups, wholesale parts, and warranty submission. The demos are the easy part. Making it work inside your DMS, your BDC, and your parts counter is the job. We have done that kind of work inside clinics, schools, and job sites, not yet a dealership.

Where it applies

The workflows, in your words.

Service calls and after-hours capture

Every missed call is a missed RO. We start with outbound: confirmations, callbacks, and follow-ups an agent can place today. Inbound capture is scoped with you.

Appointment follow-ups and no-show recovery

Confirmations, reminders, and the call back to the customer who did not show. Same day, same voice, logged where your advisors already work.

Status updates while the vehicle is in the bay

Customers stop calling the advisor for updates when the update reaches them first.

Wholesale parts inquiries and quotes

Lookups, availability, and quotes answered from your catalog and inventory, with the counter person handling only the odd ones.

Warranty claim assembly and submission

The RO, the story, the labor ops, the photos, assembled into a claim that is right the first time. Fewer rejections, faster payment.

CSI follow-up and review requests

The right customer gets the right ask at the right time, and complaints reach a person before they reach a survey.

Proof

What we have already built that maps onto it.

We have not built for a dealership yet. These are adjacent systems, with where each ran and what it did.

Your workflowWhat we have already builtResult
Phones: outbound callbacks and structured captureVoice agent that places outbound calls, asks a fixed set of questions, and saves the answers, for a multi-site education operator. Outbound only today.Deployed, outbound only
Routine requests resolved without staffFront-desk agents for scheduling, intake, and routine support, at a healthcare group80% resolved by agents
Follow-ups that do not slipCommitment tracking, follow-up sweeps, and drafted replies across mail, chat, and meetings, in daily internal useRuns every day
Claims assembled right the first timeClaims and denial-review agents over payer rules and documentation, at a healthcare groupDenials 12% to 1.5%
Documents assembled and submittedPermit drafting, document assembly, response drafting, and approval tracking, for a multi-site education operatorWeeks to same-day. Not in daily use today.

How an engagement runs

Small first. Numbers before rollout.

  1. 01One store, one workflow. Usually outbound callbacks or no-show recovery.
  2. 0230 days running beside your current process, with your advisors, in your systems. We scope the DMS connection with your IT before anything touches it.
  3. 03Before-and-after numbers in writing: calls captured, appointments kept, hours returned.
  4. 04Then the group. Same playbook, store by store.

Related work

The systems behind the table.

In productionA healthcare MSO Brandon founded and sold

Front desk and revenue cycle run by agents

About 80% of scheduling, intake, and routine support requests resolved by agents. Claim denials fell from about 12% to 1.5%, about $400K a year recovered. AI carried about 85% of finance, operations, and compliance work.

Read the case: Front desk and revenue cycle run by agents
In productionA multi-site education operator

Outbound calls that schedule and capture answers

Deployed. Places outbound calls and records structured answers. Outbound only today; the same pattern covers appointment confirmations, no-show recovery, and status callbacks.

Read the case: Outbound calls that schedule and capture answers

Bring one store and one workflow. We will show you the number.

Book a call

No deck. No obligation. You talk to the person who does the work.