Where this shows up

Software pushed to dealer management systems and connected vehicles is often released with far less rigor than core enterprise changes, because the traditional change process was never designed for that scale or cadence.

How we approach it

• Classify dealer and vehicle software changes by risk and blast radius, separate from core enterprise change categories.
• Build staged rollout and rollback processes suited to fleet-scale and dealer-scale deployments.
• Automate change record creation and evidence capture so scale doesn’t mean losing the audit trail.
• Align release cadence with dealer operations and vehicle connectivity windows to reduce disruption.

What changes

• Faster, safer releases to dealer systems and connected vehicles
• Clear rollback paths when a release doesn’t go as planned
• An audit trail that holds up at fleet scale