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.
Here's your dealership overview
Inventory is at 238 active units (200 new, 38 used) with an average 82 days on lot.
DMS, CRM, inventory and market data, read together.
Profit leaks, operating exceptions and opportunities, surfaced before anyone goes looking.
Every card shows why it surfaced, and managers control what happens next.
| A strong fit | Not what NEON is | |
|---|---|---|
| Daily operating queue | A GM who needs one daily queue for material inventory and pricing exceptions | A replacement for a DMS, CRM, market-data tool, or accounting system |
| Accountable execution | A dealer principal or operating executive who wants accountable execution, not another dashboard | A consumer-facing chatbot or stand-alone lead-response bot |
| Group visibility | A regional dealer group that needs cross-store visibility while local GMs retain control | Unsupervised automation that makes dealership decisions without manager review |
| Measured pilot | A dealership prepared to evaluate one workflow against agreed operating measures | Autonomous-driving, in-vehicle, or vehicle-safety software |
Here's your dealership overview
Inventory is at 238 active units (200 new, 38 used) with an average 82 days on lot.
| Today | With NEON | |
|---|---|---|
| Finding the exception | Shows up in month-end reports, or when someone happens to look | Surfaced daily, ranked by what it costs |
| The evidence | Pulled by hand from three systems and a spreadsheet | Cited on every recommendation: comps, history, dealer rules |
| Who owns it | Whoever noticed, until the next meeting | A named manager, with the item in their queue |
| Approval | Informal, rarely recorded | Approve, edit, assign, or reject, with an audit trail |
| Follow-through | Rarely measured against the number it was meant to move | Measured against the agreed operating metric |
| Your DMS and CRM | Systems of record | Still the systems of record. NEON reads from them |
NEON reads from the systems you already run and writes nothing back without a manager's approval.
Recommendations expose the source records, comparisons, history, and dealer rules used to reach the conclusion.
v.Agents prepare work. Managers approve, edit, assign, or reject it, with actions recorded in an audit trail.
Pilots use agreed measures such as time to action, percentage acted on, documented decisions, adoption, or time saved.
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.
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.
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.
No. v.Agents prepare work and recommendations. Managers retain control over approvals, assignments, and writes to connected systems, with an audit trail for actions.
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.
A useful first conversation identifies the exception category, current owner, systems involved, and a measurable pilot path.
No commitment·We do the setup·Your data stays yours