Automotive

ACTIVE — 2026

Fast, high-volume transactions.

CRM and BDC, inventory, trade, financing, appointments, deal files, attribution.

THE BUSINESS X-RAY

How ARK sees a dealership.

DEMAND

SALES

OPERATIONS

FINANCE

MANAGEMENT

Open any node. Five fields: what can break, what ARK measures, what it might simplify, what it might automate, what it might build.

THE OPERATOR

MyRide Auto, Winnipeg.

A dealership that behaves like a concierge, and the first tenant of the platform. Both case studies are about it, and every sourced number on this site comes from its repository.

A man in a dark jacket standing beside a vehicle — Ron — knows the inventory. His override notes are on the selection-set records.

A vehicle being delivered to a customer at their home — Province-wide delivery. Out-of-range deliveries are a headline metric, not a footnote.

OUT-001

105

canonical record types in one operating system

CARS SELECTED, NOT SOLD →

OUT-003

3,828

boundary crossings attempted in the test suite, all refused

CARS SELECTED, NOT SOLD →

ATTRIBUTION, FOR THIS INDUSTRY

WHERE MOST CHAINS STOP

From ad to gross profit

ADLEAD…

The question stops being which ad got the most clicks and becomes which creative should receive more budget. A cheaper lead that never buys is not the better lead.

← ALL SYSTEMS