Ask
Dealers share one repetitive task that steals time or loses follow-up.
Practical AI for independent dealers
Bring a workflow.
We’ll build the first draft.
Dealer AI Lab turns real dealership bottlenecks into transparent, testable tools—with clear limits and a human in control.
No hype No fake results Human-reviewed
INPUTMissed web inquiry
AI DRAFTReply + task summary
HUMAN CHECKApprove or edit
BUILD 001
BHPH
BHPH
Most dealerships don’t need “more AI.”
They need one annoying process made simpler, safer, and measurable.
THE PUBLIC BUILD LOOP
From real problem to useful prototype.
You bring the friction. The lab documents the thinking—not just the shiny result.
Map
We document the trigger, handoffs, edge cases, and the human owner.
Build
We make a small, testable first draft—not a giant mystery system.
Break
We test bad inputs, missed steps, and the moments that need judgment.
Improve
Feedback becomes the next version, with the lessons shared publicly.
ON THE BENCH
Small tools. Real dealership workflows.
BHPH is our first specialty, not our ceiling. The lab can explore sales, inventory, service, collections support, and operations—while leaving regulated decisions to people.
01Prototype ready
BHPH · Lead responseMissed-Inquiry Handoff
Turns an unanswered sales inquiry into a clean response draft, callback task, and human escalation path.
Open interactive demo02Next in the lab
Inventory · MerchandisingVerified Vehicle Description Builder
Creates a first draft from confirmed vehicle facts while blocking invented features and condition claims.
Follow the build on @DealerAILab03Researching
Appointments · OperationsAppointment Reminder Queue
Organizes reminder drafts and exceptions without pretending a customer confirmed when they did not.
Follow the build on @DealerAILabINTERACTIVE PROTOTYPE · FICTIONAL DATA
See what a safe first draft looks like.
Choose a fictional inquiry. The prototype produces a suggested response and a human-owned next step—never a financing decision.
FICTIONAL INQUIRY
“Is the 2018 pickup still available? I can come by after work.”
SUGGESTED FIRST DRAFT
Thanks for reaching out about the 2018 pickup. A team member will confirm its current availability before you make the trip. What time after work is best for a call or text?
Human-owned next stepConfirm live inventory status, then contact the shopper using their preferred channel.
This demo drafts and routes. It never checks credit, promises approval, quotes terms, or changes a customer account.
THE RED LINEAutomation assists.
Automation assists.
People decide.
The lab focuses on drafts, organization, routing, and reminders. It does not replace judgment where money, rights, safety, or compliance are involved.
Always human-owned
×Credit and financing decisions
×Payment arrangements and collections actions
×Repossession, legal, and compliance decisions
×Customer-account changes and sensitive data
×Final approval of customer-facing messages
YOUR TURN
What should we try to automate next?
Tell us about one repetitive dealership task. We may map it, build a safe prototype, and share what works—and what doesn’t.
Good submissions are specific.“Every morning I copy leads from X into Y” beats “automate my dealership.”
Do not include customer data. No names, phone numbers, account details, credit information, or private dealership credentials.