The operating model

Connect. Coordinate. Control. See.

AutoHarmony is designed around the movement of a real dealership transaction, not around adding another isolated application to the stack.

See the operating model ↓Get Your Harmony Score →
How the layer works

Four functions. One coordinated operating environment.

Each function addresses a different part of the friction that appears between dealership systems and roles.

1

Connect

Securely connect the systems and information the workflow depends on.

2

Coordinate

Apply business rules and workflow logic so the right context moves with the deal.

3

Control

Bring bottlenecks and exceptions to the right person without hiding the decision.

4

See

Give each role a clear view of what needs attention and what is driving results.

Lead to delivery

The transaction moves forward. The context moves with it.

AutoHarmony coordinates the handoffs that occur as a customer and deal move across specialized systems and dealership roles.

01LeadCustomer and source context
02AppointmentActivity and next actions
03DeskingDeal structure and approvals
04F&IDocuments and funding status
05DeliveryCompletion and follow-through
Rules and judgment

Use the right kind of intelligence for the work.

Known rules should stay predictable. AI-assisted judgment belongs where interpretation adds value.

Deterministic workflow

Rules where the answer is known.

  • Match and validate records
  • Move status and context
  • Route tasks and exceptions
  • Apply defined permissions
AI-assisted judgment

Support where context matters.

  • Interpret ambiguous information
  • Summarize relevant context
  • Flag patterns for review
  • Assist without making the final call
People remain in control.

Consequential decisions stay visible to the dealership role responsible for making them.

See where operating frictionis slowing the deal.

Start with the Dealership Harmony Assessment.

Get Your Harmony Score