NEON by Vehicle AI · Use Case · Weekly GM Briefing

Your Monday-morning state of the business.Before the laptop opens.

Vehicle AI runs your weekend numbers through your dealership's playbook, drafts the briefing your team should be reading, and delivers it to your inbox Sunday night. Sales pacing, inventory risk, customer issues, recommended priorities.

Book a demoSee how it works
Sunday night
  • Closed deals through Sunday
  • Active inventory snapshot
  • Service ROs
  • CRM activity
  • Market comp deltas
  • Marketplace listings
Monday, 6:00 AM
  • 12-week pacing forecast
  • Inventory at risk this week
  • Service vs. last week
  • Top customer issues
  • Recommended priorities
Monday meeting
  • Used-car manager: aged-inventory action plan
  • Fixed-ops director: declined-service queue
  • Sales managers: outreach lists
  1. Step 1 of 3

    Sunday night, NEON runs the weekend.

    Closed deals, inventory, service ROs, CRM activity, market comps and listing performance.

  2. Step 2 of 3

    A briefing is waiting at 6am.

    Sales pacing, inventory at risk, service, customer issues and the priorities for the week.

  3. Step 3 of 3

    Everyone walks in with the plan.

    Each manager has their list, so the meeting is about execution, not discovery.

The problem

Your team spends 4 hours Monday morning rebuilding the same number you had Friday at 6pm.

Every dealership has a Monday-morning ritual: GM pulls the weekend's numbers, the used-car manager pulls inventory aging, the service director pulls last week's RO summary, the BDC pulls leads. By 11am you have an incomplete picture stitched together from four different reports — and it's the same picture you could have had Sunday night.

Vehicle AI runs the analysis Sunday at 7pm. By Monday at 6am you have a single briefing: sales pacing vs. forecast, inventory at risk, top customer issues, service performance, and the 3-5 things your team should prioritize this week. Your managers walk in with a plan instead of a question.

How NEON solves it

From signalto action.

  1. Step 1 · Step 1

    Vehicle AI runs your weekend data Sunday night.

    Closed deals through Sunday. Active inventory snapshot. Service ROs. CRM activity. Market comp deltas. Marketplace listings performance. All pulled, normalized, and reasoned over before you go to bed.

    Sunday night
    • Closed deals through Sunday
    • Active inventory snapshot
    • Service ROs
    • CRM activity
    • Market comp deltas
    • Marketplace listings
    Monday, 6:00 AM
    • 12-week pacing forecast
    • Inventory at risk this week
    • Service vs. last week
    • Top customer issues
    • Recommended priorities
    Monday meeting
    • Used-car manager: aged-inventory action plan
    • Fixed-ops director: declined-service queue
    • Sales managers: outreach lists
  2. Step 2 · Step 2

    A briefing arrives in your inbox at 6am.

    12-week pacing forecast for sales. Inventory at risk this week (aged units, P2M outliers, MDS climbing). Service performance vs. last week. Top customer issues from CRM. The 3-5 recommended priorities for the week.

    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.

  3. Step 3 · Step 3

    Click through to drill into anything.

    Every claim in the briefing links to the supporting data. The forecast chart is interactive. The inventory at risk shows each VIN with comps. The customer issues link to specific CRM records. Audit before you act.

    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
  4. Step 4 · Step 4

    Walk into the Monday meeting with the plan.

    Your used-car manager has the aged-inventory action plan. Your fixed-ops director has the declined-service queue. Your sales managers have the recommended outreach lists. Everyone has read the same briefing. The meeting is about execution, not discovery.

    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
Data sources and controls

Everything traceable.Your team approves everything.

Reads from
DMSCRMInventory feedService laneMarket data
  • Your DMS for closed deals, inventory, and service ROs
  • Your CRM for customer activity, lead pipeline, and outreach status
  • MarketCheck for live comp pricing and segment demand
  • Marketplace platforms (CarGurus, AutoTrader, Cars.com) for listing performance
Manager controls
  • Configure what sections appear (sales / inventory / service / F&I / customer)
  • Set custom KPIs for your store — and the thresholds that trigger callouts
  • Choose recipients per section (GM gets everything, used car manager gets inventory, fixed ops gets service)
  • Schedule delivery: time of day, days of week, time zone
Metrics this moves

What your team should expect to see.

3.5 hrs
Manager Reporting Time▼ per week, back on the floor

Hours per week your managers spend assembling the same status report.

Same day
Time-to-Decision▲ from the Tuesday meeting

How quickly your team moves from "what happened" to "what we'll do about it."

78%
Weekly Plan Adherence▲ of priorities acted on by Friday

Share of recommended weekly priorities that get acted on by Friday.

Illustrative figures from a worked example store · not customer results

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The product surfacesbehind this use case.

Chat

The briefing is generated by Chat — and you can ask follow-up questions in plain English.

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v.Agents

The 'Weekly GM Briefing' agent runs the analysis on the schedule you choose.

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Command Center

Every claim in the briefing drills into the live Command Center data.

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Book a demo

See next Monday's briefing on your data.in your store this week.

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

Book a demo

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