Where did that price come from? If you can't answer, you have a problem

"Where did that price come from?"

If your honest answer is "the system," you have a problem.

Trust in vehicle data doesn't start with a clever model or a slick dashboard. It starts with lineage - the ability to take any single field and trace it back to exactly where it came from and when.

Here's what lineage looks like in practice:

The mileage on that listing says 84,200 km - pulled from the service record dated 14 March, not the seller's word and not a guess from last year.

That's it. One field, one source, one timestamp. Now multiply it across every car on the lot.

When you have lineage, disagreements get short. Someone questions a number, you show the trail, the conversation ends. When you don't, every figure is a matter of faith - and faith doesn't hold up in a margin review.

Most systems can show you a value. Far fewer can show you why that value, from where, and as of when.

That gap is where trust quietly leaks out.

We built VehIQ so every field carries its lineage with it - source and timestamp, not just a number sitting there looking confident.

Pick any price in your DMS right now. Can you trace it?

#DataLineage #AutomotiveData #CarDealers