For Software Builders · India · Passenger vehicles

Integrate automotive data and calculations without rebuilding the underlying systems.

Understand capability, inputs and outputs without mistaking a sample for production access.

Inspect integration samples See the deliverables

Workflow / 01

Evaluate an integration before committing to it

The problem: Understand capability, inputs and outputs without mistaking a sample for production access.
Required inputs: The business task, required scope, expected request volume and integration context.
What you receive: Working browser evidence, fixed sample contracts and a scoped integration conversation.
Limits to understand: Commercial APIs, production keys, credits and SLAs are not yet available. Do not build against a sample endpoint as though it were live.

01Inspect the corresponding workspace or Lens output
02Read the method and assumptions in Auto IQ
03Review request/response examples in the developer sandbox
04Discuss supported production scope and readiness

Inspect integration samples →

Developer integration · Fixed sample contract

Inspect the response before integrating.

POST /api/v1/tco/ownership

{
  "requestId": "req_sample_tco_01",
  "sample": true,
  "engineVersion": "sample-contract",
  "result": {
    "grossOwnershipCostInr": 2218400,
    "resaleAdjustedCostInr": 1518400,
    "costPerKmInr": 20.25
  },
  "warnings": ["Illustrative output. Use the interactive calculator for current supported assumptions."]
}

Sample only. This composition does not make a production endpoint or prepaid access available. No real credentials are shown.

Auto IQ · Learn and apply

Understand the method before using the result.

Tool Guide

How do you compare ownership costs on a fair basis?

Use the same distance, holding period and finance basis; inspect gross cost, resale-adjusted cost and sensitivity before presenting a comparison.

For Dealers · OEM commercial teams · Advisers

20 Oct 2026

Compare ownership costs for a sales or advisory workflow

Read the practical guide →

Choose only the capability you need.

Tools and public research remain free. Data purchases cover a named approved release. API samples are evaluation material, not production access.

API · Automotive data

Sample

Registration Data API

Bring approved aggregate registration observations into a product or analytics workflow.

You receive: Public sample response and documentation—not production credentials or live commercial requests.

Coverage: Sample contract · Passenger-vehicle aggregates
Access: Production pricing pending approved credit matrix

View product Open sample contract

API · Cost intelligence

Beta

Ownership Cost API

Add transparent ownership-cost calculations to a website, sales workflow or internal system.

You receive: An illustrative JSON contract and the existing transparent calculation methodology.

Coverage: Indian passenger vehicles · Supported assumptions
Access: Beta · production credits not yet on sale

View product Try the calculation

API · Cost intelligence

Sample

Fleet Cost API

Use fleet cost calculations inside an existing fleet or advisory system.

You receive: A sample fleet request/response contract. Production entitlement and metering are not enabled.

Coverage: Sample contract · Supported fleet assumptions
Access: Production pricing pending approved credit matrix

View product Open sample request

Need a different output?

Send the business question, geography, period, desired format and timing. We will confirm existing coverage before proposing new work.

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