PAIR Assessment ToolPhysical AI Readiness
PAIR Assessment Tool

Build your readiness profile

Rate ten dimensions using the evidence available today. There are no perfect answers—the goal is to surface alignment, uncertainty, and next actions.

Step 1

Assessment context

No personal contact information is needed.

Step 2

Readiness dimensions

Select one maturity level for each dimension. Evidence and confidence are optional but encouraged.

place · Dimension 1

Physical Infrastructure

How ready is the physical environment for deployment?

Consider streets, intersections, sidewalks, buildings, lighting, signage, access points, maintenance conditions, and physical constraints.

place · Dimension 2

Curb, Access & Public Realm

How ready are curb, access, and public-realm systems?

Consider pickup/drop-off, loading, accessibility, enforcement, sidewalks, transit stops, and competing uses of public space.

place · Dimension 3

Energy, Charging & Depot Capacity

How ready are energy, charging, staging, and depot systems?

Consider electrical capacity, charging, fleet staging, maintenance, storage, depots, land availability, and supporting facilities.

architecture · Dimension 4

Digital & Data Infrastructure

How ready are digital and data systems?

Consider APIs, cybersecurity, privacy, mapping, data standards, monitoring, analytics, interoperability, and digital twins.

architecture · Dimension 5

Mobility & System Integration

How well can Physical AI integrate with the broader mobility system?

Consider transit, walking, biking, freight, paratransit, airports, VMT, congestion, accessibility, and network effects.

institutions · Dimension 6

Governance & Institutional Capacity

How ready is the organization to govern Physical AI deployment?

Consider decision rights, policy, procurement, coordination, legal authority, accountability, and vendor management.

institutions · Dimension 7

Workforce & Operations

How ready are workforce and operational systems?

Consider technicians, operators, field teams, remote support, maintenance, training, labor transitions, and career pathways.

institutions · Dimension 8

Safety, Emergency Response & Resilience

How ready are safety, emergency-response, and resilience systems?

Consider incident protocols, responder training, reporting, continuity planning, cybersecurity, and emergency coordination.

returns · Dimension 9

Public Trust, Equity & Community Acceptance

How ready is the public-value and community environment?

Consider accessibility, equity, engagement, transparency, fairness, public trust, and responsiveness to community concerns.

returns · Dimension 10

Economic Development & Deployment Viability

How viable is deployment from an economic and public-value perspective?

Consider demand, anchor partners, investment, jobs, costs, business models, public benefits, and long-term sustainability.

Assessment complete?

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