For a dealership rooftop
Start with one daily manager queue for inventory and pricing exceptions that need a decision. The manager sees the evidence, owns the action, and reviews what changed.
See aged-inventory recoveryNEON by Vehicle AI
The AI operating layerfor dealership operations.
NEON connects the signals already spread across dealership systems, finds profit leaks and operating exceptions, explains the evidence, recommends the next action, and measures whether the action worked. Managers review and control the workflow.
Product Fit
Who NEON is for—and who it is not.
A strong fit
- A GM who needs one daily queue for material inventory and pricing exceptions
- A dealer principal or operating executive who wants accountable execution, not another dashboard
- A regional dealer group that needs cross-store visibility while local GMs retain control
- A dealership prepared to evaluate one workflow against agreed operating measures
Not what NEON is
- A replacement for a DMS, CRM, market-data tool, or accounting system
- A consumer-facing chatbot or stand-alone lead-response bot
- Unsupervised automation that makes dealership decisions without manager review
- Autonomous-driving, in-vehicle, or vehicle-safety software
The Operating Loop
From scattered signal to accountable action.
- 01
Connect the operating signals
NEON brings together the dealership data already spread across DMS, CRM, inventory, market, and web systems. Available connections and data access are confirmed during implementation.
- 02
Find material exceptions
v.Agents monitor for profit leaks and operating exceptions, such as aged inventory, pricing drift, or work that has not reached the right manager.
- 03
Explain the evidence
Each recommendation links back to the underlying records, comparisons, history, and dealer rules so a manager can inspect the reasoning before acting.
- 04
Queue the next action
NEON prepares an accountable manager queue. Managers approve, edit, assign, or reject the proposed work; the product does not take dealership decisions away from them.
- 05
Measure what happened
The action loop records whether the exception was addressed and whether the agreed operating metric changed.
Where It Starts
One concrete workflow. Two operating levels.
For a dealer group
Give group leadership consistent visibility into material exceptions and whether each local team acted, without taking operating decisions away from local GMs.
See the dealer-group modelShow the work
Recommendations expose the source records, comparisons, history, and dealer rules used to reach the conclusion.
Keep managers in control
v.Agents prepare work. Managers approve, edit, assign, or reject it, with actions recorded in an audit trail.
Evaluate measurable outcomes
Pilots use agreed measures such as time to action, percentage acted on, documented decisions, adoption, or time saved.
Questions
NEON by Vehicle AI, clearly defined.
What is NEON by Vehicle AI?
NEON is an AI operating layer for dealership operations. It connects signals across existing dealership systems, finds material exceptions, explains the evidence, recommends the next action, and measures whether the action worked.
Who is NEON built for?
NEON is built for dealership GMs, dealer principals, operating leaders, and regional dealer groups that need more consistent execution across inventory, pricing, sales, service, and reporting workflows.
Does NEON replace a dealership's DMS or CRM?
No. NEON is designed to operate across the systems a dealership already uses. It is an accountable action layer, not a replacement DMS, CRM, or market-data platform.
Does NEON act without manager approval?
No. v.Agents prepare work and recommendations. Managers retain control over approvals, assignments, and writes to connected systems, with an audit trail for actions.
How can a dealership evaluate NEON?
A typical evaluation starts with one measurable operating workflow, agreed data sources, named owners, weekly reviews, and success measures such as time from exception to action, percentage acted on, manager adoption, or time saved.
Start With One Workflow
Compare NEON with how your team handles exceptions today.
A useful first conversation identifies the exception category, current owner, systems involved, and a measurable pilot path.
Book a demo