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AI Engineering

Recent project: a dealership CRM/DMS concept that brings financials, inventory management, outside vendors, and AI-assisted operations into one workspace. The example below uses sample dealership data and real vehicle models.

Project / Dealer CRM + DMS

Dealer CRM simulation

This mockup shows how a CRM/DMS can connect sales numbers, inventory status, reconditioning work, and vendor communication in a single place for faster decisions.

Live Store Snapshot

Harbor Point Auto Group

Demo Data
Monthly gross $142,850 +8.4% vs plan
Units in stock 42 11 pending recon
Open vendor jobs 12 3 due today
Floorplan balance $1.8M 71% utilized

Inventory Management

Real model inventory pipeline

Stock Vehicle Status Vendor Retail
HP-1042
VIN DEMO-0421		 2024 Toyota Camry XSE
18,400 miles / Supersonic Red		 Recon Northstar Detail $31,900
HP-1188
VIN DEMO-1188		 2024 Ford F-150 Lariat
24,810 miles / Oxford White		 Front Line Ready $52,450
HP-1207
VIN DEMO-1207		 2023 Tesla Model Y Long Range
22,105 miles / Deep Blue Metallic		 Vendor Hold GlassWorks Mobile $36,750
HP-1316
VIN DEMO-1316		 2025 Honda CR-V EX-L
112 miles / Platinum White Pearl		 In Transit Carrier ETA $35,200

Financials

Deal health

71%
Front gross $86,300
F&I reserve $31,250
Recon spend $14,820

AI alert: two aged units are above target carrying cost.

Outside Vendors

Work queue

Northstar Detail
Toyota Camry XSE / interior recon / due today
GlassWorks Mobile
Tesla Model Y Long Range / windshield approval pending
TitleRunner
Ford F-150 Lariat / title packet received