M
MOGG
AI//DEALERSHIP
LOCAL NODE // DEALERSHIP_READY

Private AI.
Inside your dealership.
_your data stays local.

MOGG deploys private AI assistants for automotive dealerships — grounded in your SOPs, warranty rules, CRM exports, and DMS notes. Service, sales, and leadership get faster answers. No sensitive data leaves the building.

Local
LLM stack
Role-based
access control
Grounded
on your docs
advisor@dealer:~$
? warranty on 2023 trans replacement
> scoping SOPs + TSBs...
 labor op A4521 · 6.2 hrs
 coverage active · 60k/5yr
 escalation not required
> source: warranty_manual_v12.pdf
? 
Lookup
2.1s
Source
on-prem
// 01 // DEPARTMENTS

Three teams. One assistant.

A faster access layer over the knowledge the dealership already owns. Doesn't replace your tools — sits on top of them.

// SERVICE

Service

Instant answers on SOPs, warranty policy, labor ops, inspection logic, and escalation paths. Advisors move faster, write-ups stay consistent, senior techs stop being a bottleneck.

  • SOP & TSB lookup
  • Warranty + labor op assist
  • Consistent write-ups
  • Faster advisor onboarding
// SALES

Sales

Lead response drafting, objection handling, inventory and trim retrieval, financing guidelines. BDC and showroom stay on message across a larger team.

  • Lead follow-up drafting
  • Inventory + trim Q&A
  • Approved talking points
  • Reusable coaching layer
// LEADERSHIP

Leadership

Visibility into usage, time savings, and documentation gaps. Role-based rollout, named data owners, clear audit trail on every session.

  • Usage + resolution metrics
  • Source scoping & permissions
  • Session logging
  • Gradual rollout by department
// 02 // ROLLOUT

Start small. Expand by department.

01

Scoping

Define the target workflow, document sources, users, and initial scope.

02

Pilot

One assistant, one department, a controlled user group, before/after measures.

03

Go-live

Permissions, monitoring, support routines, manager reporting.

04

Expansion

Extend to other departments, add integrations, stabilize governance.

// 03 // CONNECTED_SOURCES

Grounded on your documents.

Approved sources only. No public web. No public AI exposure. Every answer cites where it came from.

SOPs
TSBs
CRM exports
DMS notes
Parts data
Policies
// HANDSHAKE_REQUIRED

Pilot one department. See the delta.

30-minute scoping call. We'll map your target workflow, document sources, and initial user group.

Open_channel