VEHICLEAI
NEON by Vehicle AI · Use Case · Trade Discipline

Prevent the loss before it lands.Trade over-allowance, watched daily.

Vehicle AI tracks every trade against ACV, calculates your daily over-allowance rate, and surfaces drift before the pattern becomes a month-end variance. Coach the desk in real time, not at month close.

The Problem

Your desk managers don't know the over-allowance rate until accounting tells them.

Every trade is a judgment call. Trade over-allowance — where the appraisal exceeds ACV — happens every week at every store. A few hundred dollars over on a popular Rogue, a few thousand over on a soft-market luxury. Individually defensible; in aggregate, a margin leak.

Most dealerships see the over-allowance rate when accounting reconciles at month end. By then your desk team has already developed the habit. The fix isn't a quarterly coaching session — it's catching the drift on day 3, not day 30.

How Vehicle AI Solves It

From signalto action.

Step 1

Every trade gets a daily ACV check.

As trades close, Vehicle AI compares appraised value against ACV references (Black Book, MMR, your historical wholesale data). Over-allowance gets calculated per trade, per desk manager, per segment.

Trade Over-Allowance · New Cars
Over-Allowance Rate (30D)
25.0%
prior 30d: 13.3%
Δ pts vs prior 30d
+11.7 pts
16 trades · $3,050 given up
Worst Over-Allowances
2026 NISSAN ROGUE
$33,800
+$2000
2026-04-04
2026 NISSAN ROGUE
$35,200
+$500
2026-04-25
2025 NISSAN MURANO
$41,399
+$300
2026-03-30
2026 NISSAN KICKS
$32,525
+$250
2026-04-23
Step 2

Weekly over-allowance rate trend, with the alert.

When your rate jumps materially (e.g., 14% → 23% in 30 days), it surfaces as a Margin Leak proactive insight on your morning Command Center. Not buried in a monthly variance report.

Command Center

Good morning, Mike

Here's your dealership overview

Inventory is at 238 active units (200 new, 38 used) with an average 82 days on lot.

New
200+12
Used
38-7
New DOL
92+0
Used DOL
30-8
Proactive Intelligence
Margin Leak: Trade over-allowances jumped 9 points
Over-allowance rate climbed from 14% to 23% in just 30 days. You've surrendered $3,800 in front-end gross to loose appraisals. Coach the desk before next month repeats.
SALESmedium
Capital Trap: $1.6M tied up in overstocked Rogues
New Rogues are 36% of inventory value but only 15% of recent sales — a 20-point imbalance strangling cash flow. Dealer trade or aggressive lease push to rebalance.
INVENTORYmedium
Missed Opportunity: INFINITI QX60 inventory running dry
You moved 21 QX60 units last month and are down to your final 7 — 10 days of supply at current pace. Secure additional inventory before you lose front-end gross.
INVENTORYmedium
Step 3

Worst-trade drill-down for coaching.

Each over-allowance flag links to the trade: vehicle, sold-for, over-by, desk manager, date. Real evidence for the coaching conversation — not an abstract trend. Your used car manager can intervene specifically on the patterns that matter (Rogues at +$2K, Murano at +$300).

Step 4

Ask the chat about appraisal patterns.

"Which desk manager has the highest over-allowance rate this quarter?" "Which segments are we systematically over-allowancing?" "How does our discipline compare to last year's first quarter?" Chat reasons across closed trades, ACV references, and desk-manager attribution.

Chat

analyze the price to market of all of my used inventory. where are my biggest opportunities for improvement?

Used Inventory P2M Distribution
LowIn-LineHighNo Data

47 active used units. Three distinct areas of opportunity: 12 underpriced units could capture margin, 10 overpriced units risk aging.

Manager Controls

Your team approves everything.

  • Set per-segment over-allowance thresholds (% over ACV, $ over book)
  • Configure which desk managers and segments get coaching alerts
  • Approve / dismiss flagged trades; system learns from dismissals
  • Audit log: every flagged trade with appraisal vs ACV breakdown
Data Sources

Everything traceable to its source.

  • Your DMS trade-in records (acquisition price, ACV, sold-for)
  • Black Book / MMR for ACV references and segment benchmarks
  • Historical wholesale data from your own auction sales
  • Desk-manager attribution from your DMS deal records
Metrics This Moves

What your team should expect to see.

Over-Allowance Rate (30D)

Share of trades appraised meaningfully above ACV. The leading indicator we watch weekly.

Gross Given Up

Cumulative dollar value of over-allowance across the period — the size of the leak.

Manager Variance

Spread between best and worst desk managers' over-allowance rates. Where coaching matters.

Book a Demo

See your trade discipline trend this week.

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