DRIVING DOSSIERUSED MACHINE INTELLIGENCE

Go Ahead. Buy the Car.Just Know What You’reGetting Into.

Used cars are rarely as simple as their purchase price. We look at what happens after the bargain: parts, specialists, downtime, geography, repair economics, and whether the machine fits the role you need it to play.

Analog gauges, sedan engineering drawing, weathered identification plate, road map and field report assembled as automotive evidence
RecoverabilityCan the machine be put right when things go wrong?
DependenceHow much trouble does downtime create for you?
SpecimenIs the actual car you found a good example?
The model tells you the pattern. The individual car tells you whether you should buy this one.

Alfa Romeo Giulia

Seductive
depreciation
Recoverability
Mixed
Best role
Enthusiast / second car
Main variable
Specialist access
Open dossier  →

BMW 7 Series F01/F02

Knowledge-rich
complexity
Recoverability
Mixed
Best role
Varies sharply
Main variable
Architecture
Open dossier  →

Suzuki Kizashi

The ecosystem-
thinning problem
Recoverability
Geography dependent
Best role
Conditional
Main variable
Parts / support
Open dossier  →

Porsche Cayenne 955/957

Expensive does not
mean unrecoverable
Recoverability
Good–conditional
Best role
Enthusiast / second car
Main variable
Repair economics
Open dossier  →

Browse by Ownership Pattern

Cheap to buy,
expensive to depend on

Land Rover, Maserati, selected flagship Germans

Complex but
recoverable

BMW, Porsche, selected Mercedes

Geography changes
everything

Peugeot, Citroën, Renault, classic VW

Orphaned but
still alive

Saab and selected discontinued models

Enthusiast
ecosystem rescue

Jeep, Subaru, BMW

Boringly
recoverable

Camry, Civic and selected Lexus

Your exact car is not here? // that is okay

Don’t see your car?

We do not publish a dossier for every make and model. That is deliberate. A thin page written only so we can claim coverage would not help you buy a better car.

You can still use the same framework. Ask how recoverable the machine is where you live, how much you will depend on it, what the parts and specialist ecosystem looks like, and what happened to the specific car you found.

01

Find the ownership pattern.

Is it cheap to buy but expensive to depend on? Complex but well supported? Geography-sensitive? An enthusiast machine rescued by a deep knowledge ecosystem?

02

Test it against your life.

A fascinating second car and an only car are different decisions. Think about downtime, repair buffer, backup transport and the specialist access you actually have.

03

Then investigate the specimen.

The model can suggest a pattern. It cannot tell you what happened to the VIN in front of you. Recorded history is one useful input before an appropriate physical inspection.

You do not need your exact model listed here to do better homework.

Use the dossiers as worked examples, learn the questions, check the individual vehicle, and if the evidence still makes sense—go buy an awesome car.