Observed arrival · 2026-09-05

PAIR Assessment Tool for Physical AI Readiness

pairreadiness.org Observed source

Editorial interest 78/100 Selection signal · not a rating of the site

A source-available browser assessment for judging whether places, systems, institutions, and expected returns are ready for AI-enabled technologies in the physical world.

Landing page captured for the 2026-09-05 issue.

Field notes

PAIR organizes readiness around four lenses: the physical site, the connecting system architecture, institutional ability to govern and respond, and the value created by deployment. Its stated method uses ten dimensions and attaches evidence notes and confidence to maturity ratings, making assumptions available for discussion. The homepage identifies the project as a source-available beta and separates evaluation use from commercial use, which requires a written license.

Observed signals

Read the marks

Editorial observations of this landing page, not a rating.

○OpenPublic substance visible

$PaidCommerce or pricing visible

✦PrettyNotable craft visible

●ProPolished or operationally mature

◎NicheUnusually specific use

ƒJavaScriptBrowser-side code central

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