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Solutions§ 01AI Geo Estimation

No metadata. No landmark. Still a region.

Geo estimation reads environment, structure and context out of a single frame and returns a ranked set of regions with a radius it can defend. It does not need EXIF, a monument, or a word of legible text.
01What it returns

A coordinate and a radius

Never a pin without a circle. The radius is the claim, and it is floored by tier so a weak result cannot be drawn as a precise one.

A confidence tier

Exact, nearby, area or unknown. Unknown is a real answer and is returned rather than a low-confidence guess dressed as a location.

The evidence behind it

Every signal that moved the answer, named and weighted, so an analyst can agree or disagree with the reasoning rather than the output.

02How it reads the frame
01

Environment

Vegetation, biome, soil, terrain and sky against latitude and season.

02

Structure

Construction method, roofing, glazing, kerb profile and road furniture.

03

Convention

Sign systems, road markings, utility fittings and vehicle norms, which vary by jurisdiction more reliably than architecture does.

04

Astronomy

Sun angle and shadow direction against capture time, when the frame carries one.

03Limits
04The rest of the set