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VIN-fitment quote-to-order

An AI worker matches a repair request to the vehicle, checks part fitment and commercial terms, then creates the dealership order and notifies the dealer.

Automotive

Where the work begins

Automotive aftersales teams receive parts requests by counter call, email and repair documents. The workflow operates inside the existing dealership and ERP systems and uses standard fitment and interchange records.

The problem

Fast counter work still requires the right vehicle, part, stock and price tier. A fitment error sends the wrong part, creates a return and undermines the dealer's confidence in the supplier.

How the workflow works

Select a stage to see the records it uses, the action it takes and the result.

Records

Vehicle and repair request
VIN, repair information and requested parts establish what the vehicle needs.
Fitment and interchange
Vehicle-fitment standards and interchange data validate candidate parts.
Stock and lead time
Availability and fulfilment records show whether the requested lines can be supplied.
Account terms
Dealer, price-tier and programme information establish the commercial treatment.

Stages

Work product

Fitment-checked quote and order

Parts
The vehicle match and fitment checks accompany the selected lines.
Commercial record
The quote uses the dealer's applicable price tier and available stock.
Order confirmation
The existing dealership system holds the order and the dealer receives the pickup information.
Stage 1 of 4

Read the request

Input
Vehicle and parts request
Action
The worker interprets the dealer email, counter call or repair document.
Result
Structured repair-related demand

Oversight

Pricing, territory, approval and exception rules govern the workflow. Requests outside clear rules reach a person.

What changes for the business

Fewer wrong-part orders

Fitment checks address a documented source of returns and lost trust.

Less counter administration

Routine quoting and order entry can complete in the existing systems when the rules are clear.

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