Site
Place
Is the physical environment ready?
Source-available beta frameworkReadiness begins
Readiness begins
before deployment.
Assess whether your place, systems, and institutions are ready for AI-enabled technologies in the physical world.
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PAIR readiness profile10 dimensions
Evidence→Assessment→Action
The framework
Four lenses. One readiness picture.
The PAIR Framework evaluates readiness across Place, Architecture, Institutions, and Returns using ten evidence-based dimensions.
System
Architecture
Can Physical AI connect to the wider system?
Govern
Institutions
Can we govern, operate, and respond?
Value
Returns
Does deployment create value?
Why PAIR
Technology readiness is only part of the story.
Place-sensitive
Looks beyond the technology to the streets, facilities, energy systems, and public realm where deployment happens.
Evidence-led
Pairs every maturity rating with supporting notes and confidence, making assumptions visible and discussable.
Action-oriented
Turns identified gaps into practical next steps for pilots, deployment, and continuous improvement.
A clearer starting point
Begin the assessment Build a shared view of readiness.
Complete the ten-dimension self-assessment, then use the results to focus expert review and next actions.