VLTHR Lab Research

AutoGaard

Vehicle valuation and lifecycle management. Grade C: developed concept. Connects pricing, inspection, and maintenance planning into one workflow.

Mobility Intelligence ongoing October 12, 2026

The problem

Vehicle pricing, inspection, and maintenance planning are usually handled as separate tasks.

Work and evidence

The concept connects valuation and lifecycle information into one workflow.

Evidence limits

Implementation status and valuation methodology are not yet documented publicly.

Next validation gate

Demonstrate a complete user workflow and document data sources, valuation method, inspection logic, and implementation status.

automotive
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