See the same material exceptions
Use common definitions across rooftops while retaining the data and operating context behind each store's recommendation.
NEON by Vehicle AI · Dealer Groups
One operating layeracross rooftops.
NEON gives dealer-group leadership consistent visibility into material operating exceptions, the evidence behind them, the manager who owns the next action, and whether the action happened—without taking decisions away from local GMs.
The Group Problem
Shared standards. Fragmented execution.
Material inventory and pricing exceptions often live inside local tools and local routines. Group leaders can see rolled-up results after the fact, but not always which exception needs attention today, who owns it, or whether the operating playbook was followed.
Preserve local ownership
Each GM keeps authority over local decisions. Group leadership sees status, evidence, and follow-through without running the store remotely.
Make execution auditable
Track which actions were approved, edited, rejected, assigned, or completed and evaluate results against the agreed operating measure.
Measured Evaluation
A two-rooftop, 30-day pilot.
A practical group evaluation uses two deliberately different rooftops, one shared workflow, one group sponsor, one GM at each store, common success criteria, and a decision date agreed before the pilot begins.
- 01
Choose one material operating problem and define the exception precisely.
- 02
Confirm the required data sources and the manager who owns the action at each rooftop.
- 03
Review exceptions, action status, and agreed measures weekly with the group sponsor and local GMs.
- 04
Decide whether to expand using the evidence collected during the pilot, not an undefined second evaluation.
Group Operations
Compare NEON with how your group manages exceptions today.
Start with the workflow where cross-store visibility and local follow-through matter most.
Discuss a group pilot