Halo Compass

FIELD NOTES

What we learn while making vehicle merchandising easier to scale.

Specific field evidence on photography skill, capture space, vehicle movement, workflow handoffs, guided observation, and the work of building Halo with dealerships.

Vehicle evidence5-minute summary
DIRECTION

How Halo thinks about provenance interoperability

C2PA can carry selected signed provenance assertions with media, while Halo treats physical verification as a guided observation and record problem.

Source-aware note: C2PA technical specification

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ARCHIVE

What we have learned, what Halo does now, and what comes later.

We use these notes to share what we are seeing at dealerships, the choices we are making, and which ideas are still future direction.

Notes archive

Field operationsShort field note
CURRENT

Why vehicle photography does not scale across a dealer group

Dealer groups need one dependable path from vehicle arrival to a finished photo set, not more tools around the same manual job.

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EDITORIAL MODEL

From the dealership lot to the system behind Halo.

Follow what we learn about the photo job, how we guide the person around the vehicle, and how Halo keeps the finished work tied to the right VIN.

Field operations

Current notes are associated with this topic.

Observation design

Taxonomy only. No empty archive route is published.

Vehicle evidence

Current notes are associated with this topic.

Platform notes

Taxonomy only. No empty archive route is published.

WORKFLOW REVIEW

Is the current photo process slowing vehicles down?

Show us one rooftop, every step between capture and the finished listing set, and what your group wants to improve.

REVIEW THE WORKFLOW