Automotive

From lead to close — in minutes, not days.

Every dealership runs the same workflows: capture, qualify, schedule, finance, review, close. AMQUR turns those workflows into executable, governed graphs — so no lead falls through the cracks.

The cost of manual execution.

100xdrop in contact odds

Responding to a lead in 30 minutes vs 5 minutes drops contact probability by 100x (MIT/InsideSales).

3+ hrsper transaction

Average dealership transaction takes over three hours, with manual re-keying between CRM and DMS consuming most of that time.

5-10 hrslost per week per rep

39% of dealership staff lose 5-10 hours per week to inefficiencies in F&I and deal documentation processes.

Before vs. After: Lead-to-Close

Manual Process

  • 1Lead arrives from website / third-party
  • 2Sits in CRM queue for hours
  • 3BDC agent manually checks availability
  • 4Voicemail → no callback → lead goes cold
  • 5Manual data re-entry across CRM and DMS
  • 6Deal packet assembled by hand
  • 7F&I review via email thread
  • 8Deal stalls or falls through

Work Graph Execution

  • 1Lead captured instantly via webhook
  • 2Intent qualified in <10 seconds with scoring
  • 3Inventory checked automatically via DMS
  • 4Test drive scheduled + confirmation sent
  • 5Financing pre-qualified (soft pull, consent-gated)
  • 6Deal packet generated from template
  • 7Manager review via policy gate with full context
  • 8Deal closed with complete audit trail

Real workflow breakdowns.

Each workflow runs as a compiled Work Graph with policy gates, tool bindings, and full audit trails.

Lead Qualification + Routing

Capture from any source. Score intent. Route to the right rep based on inventory match, geography, and deal size.

Capture LeadScore IntentMatch InventoryRoute to RepCreate Follow-up Task

Follow-up Cadence Orchestration

Multi-channel follow-up (text, email, call) with timing rules, escalation paths, and automatic task creation on missed touchpoints.

Initial ContactSend TextWait 2hSend EmailWait 24hSchedule CallEscalate if No Response

Deal Packet Assembly

Pull buyer info, vehicle details, financing terms, and trade-in data into a single deal packet — with manager approval gate before closing.

Gather Buyer DataPull Vehicle DetailsCalculate FinancingAssess Trade-inAssemble PacketManager Approval GateSubmit to DMS

ROI that compounds.

+45vehicles/yr

A 100-car/month dealership achieving 15% lead conversion lift sells 45 additional vehicles annually.

$112Kadditional profit

At $2,500 average gross profit per unit, that conversion lift generates $112,500 in annual profit.

80 hrsreclaimed/mo

Automation reclaims up to 80 hours per salesperson per month — effectively adding headcount without salary.

See your lead-to-close workflow as a graph.