Country Intelligence Series

United States
of America

AI-Powered Road Intelligence for the World's Largest Highway System

4.2M
Miles of Roads
$684B
Infrastructure Funding
40%
Roads in Poor Condition
50+
State DOTs Served
The Network

4.2 Million Miles of
Connected Infrastructure

US Road Network Map showing 4.2 million miles of highways and roads

The US highway system spans coast to coast — the largest road network on Earth, requiring AI-scale intelligence to manage effectively.

The US Road Challenge: Scale Meets Deficit

The United States operates the world's largest road network — 4.2 million miles managed across federal, state, county, and municipal jurisdictions. Yet a $684 billion infrastructure funding gap and decades of deferred maintenance mean that nearly 40% of paved roads are in poor condition.

Network Structure: Who Owns What
Local / Municipal 77.5%
State DOTs 19.1%
Federal 3.4%

77% of US roads are locally owned — the vast majority by counties and municipalities with limited technical staff.

Six Challenges Defining US Road Management

01

Data Gaps at Scale

Most local agencies have condition data that is 4-6 years out of date — making evidence-based investment impossible.

02

Deferred Maintenance

Missed preventive cycles multiply future costs 4-6×. The national backlog compounds every year.

03

Freeze-Thaw & Climate Stress

Seasonal and climate-driven damage outpaces inspection cycles across northern and southern states alike.

04

IIJA Accountability

Federal funding now requires documented performance outcomes. No data means no proof of impact — and no future allocations.

05

Local Agency Capacity

Counties and small cities lack engineering staff for formal pavement programs. They need intelligence, not more systems.

06

Freight Corridor Overloading

Interstate corridors carry loads beyond design assumptions. Structural deterioration stays invisible without continuous monitoring.

US Standards: We Know the Framework

RoadVision AI outputs are natively aligned with US road engineering standards — not adapted from generic international templates.

IRI (FHWA / AASHTO)

Network-scale IRI from dashcam and LiDAR. FHWA thresholds: Good <95 in/mile, Fair 95-170, Poor >170 in/mile.

PCI (ASTM D6433)

Full ASTM-compliant distress detection and PCI scoring for flexible and rigid pavements across all network tiers.

HPMS Reporting (FHWA)

State DOT HPMS data submissions structured and formatted to FHWA specifications for federal compliance.

MEPDG / AASHTOware

Deterioration modelling calibrated to US climate zones and traffic loading for life-cycle cost analysis.

MUTCD (FHWA)

Roadside asset inventory aligned with MUTCD sign and marking standards. Compliance gap identification.

23 CFR 490 (IIJA TPM)

Transportation Performance Management reporting for NHS condition targets, HSIP safety metrics, and CMAQ.

Preservation Window: FHWA data shows preventive treatment at IRI 95-130 in/mile costs 4-5× less than reactive rehabilitation above 170. RoadVision AI's continuous monitoring ensures agencies never miss that window.

The RoadVision AI Platform for the USA

Six purpose-built agents covering every major workflow in US road management — from FHWA compliance reporting to post-disaster emergency assessment.

FHWA HPMS COMPLIANT

Pavement Intelligence Agent

Network-scale IRI, PCI, and distress mapping from dashcam and LiDAR — FHWA-compliant, 80-90% cheaper than traditional surveys.

Click to explore

Purpose-built for US federal and state compliance workflows. Outputs formatted to agency specifications — ready for FHWA submission.

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MUTCD & HSIP READY

Roadside Asset Inventory Agent

Sign, guardrail, marking, and drainage inventory with MUTCD compliance flagging and HSIP safety documentation.

Click to explore

Purpose-built for US federal and state compliance workflows. Outputs formatted to agency specifications — ready for FHWA submission.

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FEMA PA READY

Rapid Disaster Assessment Agent

Satellite road damage detection within hours of a hurricane, flood, or earthquake — with FEMA PA documentation support.

Click to explore

Purpose-built for US federal and state compliance workflows. Outputs formatted to agency specifications — ready for FHWA submission.

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HSIP / VISION ZERO ALIGNED

Road Safety Audit Agent

Automated HSIP high-crash location identification with MUTCD-aligned countermeasures and Vision Zero reporting.

Click to explore

Purpose-built for US federal and state compliance workflows. Outputs formatted to agency specifications — ready for FHWA submission.

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IIJA GRANT READY

IIJA Grant Documentation Agent

Automated condition evidence packages for RAISE, INFRA, and PROTECT grants — with real-time RFP monitoring.

Click to explore

Purpose-built for US federal and state compliance workflows. Outputs formatted to agency specifications — ready for FHWA submission.

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23 CFR 490 COMPLIANT

Performance Management Agent

NHS pavement and CMAQ target tracking with automated 23 CFR 490 biennial progress reporting for FHWA.

Click to explore

Purpose-built for US federal and state compliance workflows. Outputs formatted to agency specifications — ready for FHWA submission.

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The Economics: Making Every Dollar Count

Cost Comparison — Per Lane-Mile
Traditional Survey $800-$2,000
RoadVision AI ~$80-$200
80-90%
Survey Cost Reduction
Enabling annual coverage on constrained budgets
4-5×
Preventive vs. Reactive
Treating roads at IRI 95-130 costs far less than rehabilitation
Verified
IIJA Competitiveness
Condition data strengthens RAISE, INFRA, and PROTECT grants
Instant
Local Agency ROI
Network intelligence without hiring new staff

Deployment: From Pilot to Full Network

Three phases, designed to deliver value from day one and scale across any agency size.

01 Months 1-3

Pilot

50-500 representative lane-miles. Baseline IRI and PCI survey, validated against existing agency data, FHWA-formatted outputs delivered.

02 Months 3-9

Network Rollout

Full jurisdiction coverage. Integration with existing PMS, GIS, and FHWA HPMS systems. Staff training and collection schedules established.

03 Month 9+

Analytics & Compliance

Predictive deterioration modelling, budget optimisation scenarios, IIJA grant documentation, and 23 CFR 490 TPM reporting activated.

Procurement: RoadVision AI is available as a professional services contract or SaaS subscription, structured to comply with FAR, state procurement codes, and cooperative purchasing vehicles including NASPO ValuePoint and OMNIA Partners.