NEON by Vehicle AI · Product · v.Agents

Automate the follow-through.Without giving up the approval.

v.Agents are scheduled agents that monitor exceptions, prepare work queues, and escalate actions for your manager approval. 18 ready-made templates for the work your managers already track.

Templates
Monitoring
Aged Inventory Watchdog
Monitoring
Price-to-Market Monitor
Workflows
Declined Service Recovery
Analysis
Listing Quality Auditor
Monday run · ranked queue
K. Patterson
Brake pads + rotors
$820Approved
M. Reyes
Transmission service
$540Approved
J. Park
Coolant flush
$220Pending
S. Williams
Cabin filter + rotation
$180Skipped
  1. Step 1 of 3

    Pick a template.

    Each one has a visible plan: what it queries, how it ranks, what it produces.

  2. Step 2 of 3

    It runs on your schedule.

    Each run produces a structured queue, ranked by value and likelihood to convert.

  3. Step 3 of 3

    Your managers decide.

    Approve, edit or skip each item. Nothing writes back without them.

How it works

Pick a template. Set the rules. Approve the work.

v.Agents · Templates
Get started with templates
Monitoring
Aged Inventory Watchdog
Monitoring
Sales Pace Tracker
Monitoring
Price-to-Market Monitor
Workflows
Declined Service Recovery
Workflows
VDP Stagnation Recovery
Analysis
Listing Quality Auditor
What it does

What it does.

Scheduled monitoring across your dealership.

Aged inventory. P2M outliers. Negative-gross deals. Declined services. Listing quality. Sales pacing. v.Agents watch the signals you care about on the cadence you set.

Work queues prepared for manager approval.

Each agent run produces a structured queue: which units to reprice, which customers to contact, which ROs to follow up on. Your managers approve, edit, or skip. NEON never acts unilaterally.

Configurable plans, not black boxes.

Every agent has a visible plan: what data it queries, what thresholds it uses, what output it produces. Edit the plan, test the agent, schedule it. Audit log on every run.

Notifications routed where your team works.

Run completion goes to email, in-app, or Slack, per agent, per recipient. Threshold-triggered alerts surface as Command Center notifications.

Template gallery

18 ready-made agents.For the work your managers already track.

Each agent is a configurable plan, not a black box. You set the thresholds, the schedule, and the approval rules.

  • Monitoring
    Aged Inventory Watchdog
    Daily scan for units sitting over your configured threshold.
  • Monitoring
    Sales Pace Tracker
    Daily sell-through rate against monthly targets with alerts on drift.
  • Monitoring
    Price-to-Market Monitor
    Continuous P2M tracking with alerts when units drift out of range.
  • Workflows
    Aged Used Inventory Action Plan
    Weekly approval-ready queue across reprice, wholesale, VDP and monitor lanes.
  • Workflows
    VDP Stagnation Recovery
    Finds stale-but-competitive vehicles and queues merchandising fixes.
  • Workflows
    Declined Service Recovery
    Ranks declined ROs by value, safety relevance, and conversion likelihood.
  • Workflows
    Open RO Bottleneck Watch
    Detects ROs at risk of missing promise time, escalates to the service manager.
  • Analysis
    Market Position Analyst
    Weekly competitive pricing analysis against local MarketCheck data.
  • Analysis
    Listing Quality Auditor
    VDP completeness check: photo count, description quality, pricing accuracy.
  • Analysis
    CPO Opportunity Finder
    Scans used inventory for CPO-eligible units and estimates the premium.
  • Analysis
    Service Revenue Optimizer
    Analyzes RO data for upsell opportunities and advisor productivity.
  • Analysis
    Invoice Data Extractor
    Reads uploaded invoices and PDFs, extracts line items into structured data.
  • Analysis
    OEM Communication Summarizer
    Reads OEM bulletins and policy docs, extracts key dates and action items.
  • Reporting
    Turn Rate Reporter
    Weekly inventory turn report by segment, compared against benchmarks.
  • Reporting
    Monthly Performance Report
    Sales, service, and inventory data synthesized into a board-ready summary.
  • Research
    Competitive Market Analysis
    Cross-references your pricing with active market data and web search.
  • Research
    Vehicle Sourcing Opportunity Finder
    Identifies inventory gaps by comparing current stock against local demand.
  • Browser
    Competitor Website Monitor
    Browser automation: visits competitor dealer sites, captures pricing and promotions.
Human in the loop

Every action waits for approval.

v.Agents do not act on their own. They prepare the work, repricing queues, customer outreach lists, service follow-ups, manager escalations, and wait for your team to approve, edit, or skip. Audit log on every action.

Reprice 2026 Murano SL: $53,140 → $47,500
Pending
Wholesale 2018 Civic LX (174 DIM, $-141 loss)
Pending
Reach out to 23 customers ready for follow-up
Approved
Adjust appraisal threshold to 19% over-allowance
Running
1
1Awaiting approval

Show the work

Every recommendation cites its source data. Click to see the math.

Human in the loop

Nothing acts on its own. Your managers approve. Audit log on every action.

Built by operators

Founded by veterans of Bain, Capital One Auto Finance, and Norm Reeves.

Book a demo

See which agentsfit your store.

We connect to your data, run the analysis, and walk you through what we find. Thirty minutes.

No commitment·We do the setup·Your data stays yours