Proven Experience · Measurable Results
Variable Operations · Pre-Owned Performance · Net Profitability
Enter →
Variable Operations · Pre-Owned Performance · Net Profitability

Proven
Experience.
Measurable
Results.

Your operation can be producing gross while still leaking net.

Aging inventory. Slow recon. Weak acquisition. Inconsistent lead execution. Unmanaged exceptions. None of them look catastrophic by themselves. Together, they erode capital and net.

Gross Logic installs the operating system that connects inventory, people, process, accountability and capital performance.

Gross attracts attention. Net tells the truth.

See Your Operational Reality → See the Gross Logic System →
Variable Operations
Inventory turn & appraisal discipline
Pre-Owned Performance
Front gross & acquisition strategy
Net Profitability
Front, back, and fixed connected
The Reality
Most operational
problems don't look
dangerous in real time.

They look manageable. Temporary. Explainable. Until holding cost compounds, recon slows, aged inventory builds, wholesale losses stack, acquisition dries up, and process discipline disappears.

Gross Logic exists to identify operational leakage before the financial statement forces reality into the room.

Reality Check

What Inaction Is Costing You — Today

Enter your store's numbers. See what your deployed capital, holding cost, aging and turn look like when they're put on one page — modeled from your own inputs.

All used dept costs year-to-date
Retail only, not wholesale
Front + back combined, per vehicle retailed
Total retail units on ground
Your current retail pace
Average age of your inventory
Acquisition + recon — your average capital per unit
Capital deployed on the ground
—
Daily holding cost per unit
Calculated from your expense and units sold
—
Monthly holding cost carried by units past breakeven
$0
Market Clock — monthly depreciation exposure
Assumption: 1.5%/month on capital deployed
$0
Units past breakeven
Estimated from avg days in stock
—
Annualized holding cost exposure
At current pace
$0
Days in stock breakeven point
Calculated from your PVR and holding cost
—
Current inventory turn rate
—
Modeled gross opportunity at 12× turn
Assumption: 12× annual turn at your current PVR
$0

Enter your numbers above to see your reality check.

Assumptions: market depreciation at 1.5% per month and a 12× annual turn target are modeling assumptions, not Gross Logic standards. Every other figure is calculated from the numbers you enter. This is modeled exposure and opportunity — not a guarantee of recoverable gross.

This is my store. Let's look at the operation. →
Executive Philosophy

Capital Velocity™

You don't own a 2024 Subaru Outback. You own STK12345A — $26,000 in deployed capital. The vehicle is temporary. The capital is permanent.

Every day that capital is deployed, two clocks are running: the Market Clock, which you largely cannot control, and the Execution Clock, which you can.

The Market Clock

Runs on the market. You largely cannot control it.

The Execution Clock

Runs on your operation. You can control it.

  1. Acquire
  2. Enhance
  3. Position
  4. Convert
  5. Redeploy

Capital redeployed beats gross held.

Acquisition determines how capital enters the system. Recon and merchandising determine how value is added. Retail execution determines how capital is converted. Wholesale governance determines how capital exits when the retail thesis no longer makes sense.

Run your numbers in the Reality Check → See the system that installs it →
Proprietary Deployment System

The Gross Logic 4M Framework™

A deployment and accountability system designed to survive personalities, inconsistency, operational drift, and talent volatility.

Most stores have activity. Very few have a system. That's the gap we close.

01

Model

Build the system.

Establish the operating standard. Gross Logic installs the sales, inventory, acquisition, accountability and management disciplines the dealership will operate from.

  • Inventory strategy
  • Acquisition expectations
  • Appraisal / Sales Process
  • Accountability metrics
  • Speed-to-market standards
02

Mentor

Develop the people.

A system does not sustain itself. Gross Logic coaches management to inspect, reinforce, correct and develop the behaviors required to operate the Model after the onsite installation.

  • Leadership coaching
  • Manager development
  • Sales discipline
  • Acquisition mindset
  • Accountability cadence
03

Master

Prove the performance.

Mastery is demonstrated, not declared. Management must understand the system, execute it and produce measurable evidence that performance can hold without constant Gross Logic intervention.

  • KPI review structure
  • Process auditing
  • Resistance mapping
  • Performance correction
  • Operational rhythm
04

Multiply

Scale what works.

Once the system is proven, deliberately add productive capacity — people, inventory, capital, opportunity, management capacity, technology/AI or additional rooftops — without multiplying dysfunction.

  • People & management capacity
  • Inventory & capital
  • Acquisition & recon capacity
  • Technology & AI
  • Additional rooftops

Master first. Multiply second.

This is not a training program. It is a deployment system — built to install operational DNA into any store, with any team, in any market.

The goal is not to be in the store forever. The goal is to build something that works without us.
See how the engagement runs → The philosophy behind it: Capital Velocity →

Most consulting creates dependency.

Gross Logic installs systems that continue producing after we leave.

If your operation depends on one personality, you don't have a system. You have exposure.
How We Engage

The Gross Logic Engagement Path

We don't start by selling you a program. We start by understanding the operating reality. When the opportunity is real and the fit is right, Gross Logic installs the system and stays involved long enough to see whether it holds.

Model · Days 1–5

5-Day 4M Deployment™

Five days onsite.
Thirty days of active engagement.
One operating system.

Gross Logic arrives with the pre-work substantially complete. The onsite week is used to verify the operation, install the Model, develop management behavior, apply Capital Velocity to the dealership's actual inventory and establish accountability around the few constraints that matter most.

  1. MondayVerify · Observe · Align
  2. TuesdayInstall the 4M Sell System
  3. WednesdayApply Capital Velocity
  4. ThursdayIntegrate · Correct · Reinforce
  5. FridayStabilize · Transfer · Continue

Friday ends the onsite installation. It does not end the engagement.

Gross Logic remains actively involved through Day 30 to reinforce the Model, inspect execution and conduct the formal Performance Review.

Engagement pricing based on store profile Submit your info · Robert responds directly within 24 hours
Start the Conversation →
Mentor · Days 6–30

Day 6–30: Active Engagement

Included with the Deployment.
Ends with the Day-30 Performance Review.

Five days can install a process. Repetition is what turns that process into an operating habit.

After the onsite week, Gross Logic stays engaged through Day 30. We monitor the areas we changed, coach management, reinforce standards, challenge regression and determine whether the dealership can operate the Model without Robert standing in the middle of it.

At Day 30, we compare where the dealership started, what was installed, what held, what changed and what the numbers are beginning to show.

This is active reinforcement — not outsourced dealership management.

Master · After Day 30

Path to Mastery™

Know it. Do it. Prove it.

Deployment installs the system. Mentor develops the people. Path to Mastery proves the dealership can operate it.

Mastery is a structured advancement process built around management competency, real dealership execution and measurable performance — not another retainer built around dependency.

  1. Know itUnderstand the operating principle and the decision behind it.
  2. Do itExecute it inside the dealership without waiting for Robert.
  3. Prove itShow through a few relevant KPIs and operating results that the behavior is producing the intended outcome.
Example competency areas — focused on what the operation needs, not six programs at once
  • Capital Velocity
  • Acquisition & Inventory
  • Sales & Lead Performance
  • Staffing & Development
  • Management Accountability
  • Profitability
Multiply · After Mastery

Scale Proven Performance

Master builds capability.
Multiply creates capacity.

Multiply begins when the operating system has demonstrated enough integrity to absorb more capacity without breaking.

For one dealership, that may mean adding another salesperson and the inventory required to support more volume. It may mean another F&I manager, acquisition capacity, recon capacity, capital, technology or AI. For a dealer group, it may mean replicating a proven Model across rooftops.

The question is not, "Can we grow?" The question is, "What can this proven system productively absorb next?"

Don't add capacity to compensate for a broken system.

Add capacity when a proven system can productively absorb it.

Also offered · Group training
Acquisition & Inventory Mastery — Regional Workshop
A regional 1–2 day workshop for UCMs, GSMs and rising leaders: appraisal mastery, trade conversion, inventory turn discipline. $995 – $1,995 per attendee · 15–40 per event.
Reserve a Seat →
AI & Automation

AI Will Multiply Your Dealership.
The Question Is What.

AI is a multiplier. The question is: what are you asking it to multiply?

Automate a disciplined process and AI can create enormous leverage. Automate a broken process and you can scale the inconsistency faster.

  • A bad follow-up process does not become a good process because AI executes it.
  • Poor pricing does not become Capital Velocity because software automates it.
  • More leads do not solve a dealership that cannot convert the opportunities it already has.

Gross Logic builds the operating foundation first. Then technology and AI can multiply something worth multiplying.

Don't automate dysfunction.
Master the system. Then multiply it with AI.

Is Your Dealership Operationally Ready for AI? →
The Standard of Proof

The first objective is not a testimonial.
It's evidence.

Gross Logic establishes the baseline, installs the operating standard, follows the execution and measures what changes.

Proof of Installation begins onsite. Proof of Performance develops through Day 30 and Path to Mastery.

Gross attracts attention. Net tells the truth.

Start With a Conversation →
Built from the Desk, Not a Classroom

Experience That Performs Under Pressure

Robert Cornwell · Founder & Principal

Gross Logic was built from decades inside dealership operations — from the sales floor to the desk, from single-point stores to large dealer groups.

That experience shortens the learning curve. The Pre-Assessment and system data tell us what the numbers are doing. The onsite deployment shows us why.

46
Years in dealership operations
45
Director of 45 Stores — Markets from Coast to Coast
5 Days
Onsite
30 Days
Engaged
Zero Fluff.
All Execution. No theory. No filler.

We Don't Arrive to Discover the Dealership. We Arrive Prepared to Change It.

When a store isn't performing, the tells are usually familiar: aging units past 60 days, trades walked because the desk doesn't trust the appraiser, recon holding up frontline delivery, and a sales team that's busy but not accountable.

Gross Logic controls the deployment sequence based on the operational reality of the store.

"System beats genius. We install discipline, not ideas."
Request a Conversation →
Ready to Move Forward

Start With a Conversation. Or Come Prepared.

Gross Logic engagements begin with operational truth — not a sales pitch. Request a direct conversation and Robert will reach out within 24 hours. Or, if you're ready to put the numbers on the table, request the confidential Operational Reality Assessment.

Either way — this is a peer-level conversation, not a sales call.

Path 01 — Direct

Request a Conversation

You want to talk through what's happening in the operation before deciding whether a deeper assessment makes sense. Robert responds directly.

Path 02 — Prepared

Request the Operational Reality Assessment

For operators ready to put the numbers on the table. The assessment gives Gross Logic enough operating context to make the next conversation about your dealership — not a canned pitch. Robert reviews every request personally before the assessment goes out.

All inquiries reviewed directly by Robert Cornwell, Founder & Principal
No junior staff  ·  No automated responses  ·  All information strictly confidential

Or reach out directly
954-778-5915 contact@grosslogic.com
Stay Informed

Market Intel & Industry Resources

Curated resources for dealer principals and GMs who want to stay ahead of the market.

Market Data
Black Book Market Insights
Weekly used vehicle value trends, depreciation data, and wholesale market analysis from the industry's most trusted source.
Read Insights →
Gross Logic
Articles & Perspective
Operational insights, pre-owned strategies, and variable ops commentary from the Gross Logic team — updated regularly on LinkedIn.
Follow on LinkedIn →
Industry News
Automotive News
The industry's leading trade publication covering dealer operations, market trends, OEM news, and retail automotive. Note: some articles require a subscription to access.
Read Automotive News →
Market Intelligence
Cox Automotive Market Insights
Industry reports, used vehicle indexes, and economic outlooks from one of the automotive industry's most comprehensive data sources.
View Cox Insights →
Wholesale Market Data
Manheim Market Reports
The Manheim Used Vehicle Value Index and wholesale auction trend data — essential for appraisal strategy, trade decisions, and acquisition pricing. Full reports require a Manheim account.
Visit Manheim →
Industry Association
NADA Industry Insights
Market data, dealer economic outlooks, and operational guides from the National Automobile Dealers Association — the authoritative voice of the franchise dealer community.
View NADA Insights →