Repair Lifecycle & Sequence
Find out when a specific repair will be needed again, or discover what repairs typically follow a completed service — powered by historical sequence mining.
Configuration
Repair Lifecycle Prediction
Find out when a specific repair will be needed again, based on historical repeat-repair data for your vehicle's make.
POST /api/v1/predict/repair-lifecycle
Request Parameters
| Parameter | Type | Required | Description |
|---|---|---|---|
vin | string | Yes | Vehicle VIN. |
make | string | Yes | Vehicle make (e.g. "Honda"). |
model | string | Yes | Vehicle model (e.g. "Accord"). |
year | integer | Yes | Model year (e.g. 2019). |
repair_category_id | integer | Yes | Category ID for the repair type. |
repair_subcategory_id | integer | Yes | Sub-category ID for the specific repair. |
repair_date | date | Yes | Date the repair was performed (YYYY-MM-DD). |
current_mileage | integer | Yes | Current odometer reading in miles. |
Example Request
curl -X POST https://dev.api.aiadmin.quickmechs.com/api/v1/predict/repair-lifecycle \
-H "Authorization: Bearer YOUR_API_KEY" \
-H "Content-Type: application/json" \
-d '{"vin":"1HGCM82633A004352","make":"Honda","model":"Accord","year":2019,"repair_category_id":3,"repair_subcategory_id":14,"repair_date":"2024-03-15","current_mileage":72000}'Try it
Request
POST /api/v1/predict/repair-lifecycle {}
Response
// Submit the form to see lifecycle prediction
Repair Sequence Prediction
Discover what repairs typically come next after a specific repair, based on historical sequence mining data.
POST /api/v1/predict/repair-sequence
Request Parameters
| Parameter | Type | Required | Description |
|---|---|---|---|
vin | string | Yes | Vehicle VIN. |
make | string | Yes | Vehicle make. |
model | string | Yes | Vehicle model. |
year | integer | Yes | Model year. |
repair_category_id | integer | Yes | Repair category ID. |
repair_subcategory_id | integer | Yes | Repair sub-category ID. |
limit | integer | No | Max sequenced repairs to return. Default: 5. |
Example Request
curl -X POST https://dev.api.aiadmin.quickmechs.com/api/v1/predict/repair-sequence \
-H "Authorization: Bearer YOUR_API_KEY" \
-H "Content-Type: application/json" \
-d '{"vin":"1HGCM82633A004352","make":"Honda","model":"Accord","year":2019,"repair_category_id":3,"repair_subcategory_id":14,"limit":5}'Try it
Request
POST /api/v1/predict/repair-sequence {}
Response
// Submit the form to see what breaks next