Source discovery
Where service records, logbooks, and workshop evidence are sourced from.
Demo route · service history layer
What a service-history walkthrough should show
This route is now built around the business-case story: where service data comes from, how a VIN-level repository gets structured, and how service confidence becomes a usable trust and decision layer.
Core asset VIN repository
Sources logbooks + invoices + internal data
Goal service confidence
Repository design
How the VIN-level service layer is structured for later use across products.
Confidence output
How recency, completeness, and consistency can become a trust signal.
Step 01
Map source options
Start with OEM, dealer, workshop, upload, and internal service-evidence possibilities.
Step 02
Normalize service events
Turn fragmented records into structured service entries attached to one VIN history.
Step 03
Score service confidence
Evaluate whether the record is recent, complete, and internally consistent.
Step 04
Expose the value
Show how the repository can support internal decisions first and partner outputs later.
Current state
The route now matches the strategic story
This gives the service-history project a stronger demo shell now, even before deeper product visuals are added.