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Auto Agentic

The Chassis programme

Before the intelligentdealership is engineered,it has to be understood.

Chassis brings leadership and the people who run the work together to examine systems, data, workflows, roles and readiness. In six structured weeks, that evidence becomes a dealer-owned Blueprint for what to verify, what to build and what not to pursue.

Six weeks. Two halves of the business. One evidence-backed Blueprint.

See how Chassis worksTalk to Auto Agentic
01

Why Chassis

AI plans fail when they start with the technology instead of the dealership.

New technology introduced without a clear understanding of the operating reality creates disconnected pilots, unproven assumptions and more complexity. Chassis starts with the dealership as it actually works — across rooftops, departments, systems and people — before anyone commits to a build.

Without Chassis

Fragmented knowledge. Unproven assumptions. Initiatives disconnected from the wider business.

With Chassis

One evidence-backed record. One dealer-owned Blueprint. Clear decisions about what should happen next.

Technology can create efficiency. People create lasting capability.

02

The two halves

Two architectures, engineered in parallel.

Neither half is secondary. Infrastructure on its own does not change how a store operates, and training without sound infrastructure cannot scale.

The two halves

Two architectures, engineered in parallel.

Half A · Infrastructure

What AI runs on

We manage the engineering, so nobody in your group has to become an expert in it.

  1. SystemsDMS, CRM, phone, service, inventory and marketing, connected where approved.
  2. Dealer-owned dataMapped and normalized inside each rooftop's own boundary — never pooled.
  3. IntegrationsScoped, documented and reviewable by your IT people.
  4. Specialist agent teamsSmall teams of agentic AI agents with defined jobs, grounded in governed knowledge.
  5. Live workflowsCoordinated workflows within departments and across departments.
  6. Security and governancePermissions, access control, measurement and an audit trail.
Coordination spine

Half B · Organization

How your dealership runs with it

We train and work alongside the people who will operate it, at the pace each person is comfortable moving.

  1. StructureHow the people should be organised.
  2. PeopleThe named operators who will run the workflow every day.
  3. RolesRedrawn around the way the work actually moves.
  4. Decision rightsNamed people, not committees. Anything touching money is approved by a person.
  5. TrainingRole-specific, for every person who operates the workflow.
  6. Adoption, oversight, accountabilityTracked honestly, then handed over so your group can run it.

Both halves advance together, stage by stage, and are reviewed at the same points.

Converged outcome

An operating AI capability

Your team can operate it, govern it and grow it.

Neither half is secondary. Infrastructure on its own does not change how a store operates, and training without sound infrastructure cannot scale. We manage the engineering of the AI infrastructure and we train the staff who operate it — so the capability ends up belonging to your people rather than to a vendor.

AI makes people stronger, never smaller.

Two architectures, engineered in parallel.: two parallel paths advance together and meet at a coordination spine. Infrastructure path: Systems, Dealer-owned data, Integrations, Specialist agent teams, Live workflows, Security and governance. Organization path: Structure, People, Roles, Decision rights, Training, Adoption, oversight, accountability. Converged outcome: An operating AI capability. Your team can operate it, govern it and grow it.

AI makes people stronger, never smaller.

03

How it works

Six weeks to understand the business and design the right next move.

Curated working sessions, an anonymous all-staff readiness survey and structured evidence gathering reveal how the dealership operates today — and what the evidence supports doing next.

  1. 01

    Align

    Establish the leadership priorities, business outcomes and the decisions the work must support.

  2. 02

    Discover

    Curated working sessions, an anonymous readiness survey and structured evidence gathering show how the dealership actually works.

  3. 03

    Synthesize

    Connect systems, data, workflows, roles and readiness; surface contradictions; and separate evidence from assumptions.

  4. 04

    Blueprint V1

    Deliver the dealer-owned plan: priorities, risks, evidence gaps, owners and the verification work required next.

Chassis is the six-week programme, and it ends at dealer-owned Blueprint V1.

04

After Blueprint V1

Verify it, then prove it in one bounded pilot.

Each stage is approved separately by the dealership. Nothing continues automatically.

  1. 05

    Verify

    Test the systems, data access, integrations, security constraints and assumptions behind Blueprint V1 over approximately 30 days.

  2. 06

    Blueprint V2

    Replace assumptions with verified facts and define the architecture, measures, owners and bounded pilot scope.

  3. 07

    Pilot

    Connect, build, train and test for 90 days against one clearly defined business outcome.

  4. 08

    Measure + decide

    Compare the results with the baseline, capture what was learned and choose whether to expand, revise or stop.

  • Chassis is the six-week programme, and it ends at dealer-owned Blueprint V1.
  • Verification is separately approved and produces Blueprint V2.
  • Blueprint V2 is the verified plan for a bounded pilot.
  • The 90-day pilot produces measured proof.
  • Every later stage ends with an explicit client decision, never automatic continuation.
05

The Blueprint

Not another strategy presentation. A working Blueprint for action.

Blueprint V1 brings the technical and organizational reality into one coordinated plan. It is not a generic report or a sales deck. It belongs to the dealer.

01

Current reality

The systems, data, workflows, roles and capabilities shaping the business today.

02

Priority opportunities

The workflows and business outcomes where coordinated intelligence could create meaningful value.

03

Implications + risks

The technical constraints, role changes, training needs, assumptions and unanswered questions.

04

Decisions + next work

The owners, actions and evidence required to verify, revise, proceed or stop.

  • The dealership owns the Blueprint and everything gathered to produce it.
  • The evidence behind every conclusion stays visible.
  • Uncertainty is stated plainly rather than written around.
  • Decision rights stay with named people in your group.
06

Evidence before certainty

Opinion is not proof. Chassis keeps the difference visible.

Every significant conclusion is identified by what supports it — from what people reported to what was confirmed, documented or measured.

Unknowns are not hidden behind confident language. They become the verification work order, so leadership can see what is known, what still needs proving and whether the evidence supports moving forward.

Reported → Confirmed → Documented → Measured

07

Human-governed AI

AI accelerates the analysis. People retain the judgment.

AI assists

Organizing discovery, identifying contradictions, drafting follow-up questions and checking the evidence trail.

People decide

What constitutes fact, which priorities matter and whether the evidence supports the next stage.

The technology strengthens the work. People remain accountable for the outcome.

Ready to begin?

Start with the dealership you actually have.

A Chassis engagement gives your group the evidence, alignment and dealer-owned Blueprint required to decide what the intelligent dealership should become — and what it will take to engineer it.

Talk to the teamSee how it works

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