
Dealer and workshop data never converge into one customer picture.
In automotive and mobility, customer contact runs through dealers, workshops and fleet partners. The manufacturer sees the vehicle but rarely the person behind it, and so never sees when the next purchase or switch is due.
Aftersales is the stable earner but is run operationally: maintenance, parts and warranty sit apart from the sales picture. Demand shows up when the customer calls, not before.
New business models, subscription, leasing, sharing, also need an understanding of usage, not just ownership. The systems are mostly not built for that.

Dealer and workshop data never converge into one customer picture.

Aftersales demand only becomes visible when the customer calls.

Vehicle, owner and contract hang in separate systems.

Subscription and leasing models do not fit the existing data model.

Campaign leads trickle away in the dealer network with no feedback.
01
Owner, vehicle and contract cleanly connected, with history across dealers.
02
Maintenance and parts demand becomes visible from usage and history before the phone rings.
03
A portal for dealers and workshops: leads, status and documents in one place.
04
Subscription, leasing and sharing designed into the data model, not bolted on later.
Four services from the Agentic Growth Stack, picked for what moves first in this industry.
Target architecture for owner, vehicle, contract and usage.
Connect dealer, workshop and vehicle systems to the CRM.
Dealer and workshop portals with feedback on leads.
Lead routing and follow-up across system boundaries.