Grid resilience
Detect vegetation, asset wear, and access risks before service-impacting failures.
Use Cases
Infrastructure monitoring use cases
Infrastructure monitoring use cases
for utilities, roads, and smart cities
From utility asset inspection to public infrastructure analytics and change detection, see how teams use Artificial Infinity ∞Dx to move from uncertainty to action.
Roadway safety
Pinpoint signage gaps, hazards, and compliance issues across critical corridors.
Network deployment
Accelerate pole audits, fiber planning, and tower readiness with field-verified context.
City operations
Track construction, curb usage, and asset inventories with real-time intelligence.
Autonomy mapping
Deliver high-precision street updates for AV navigation and mapping workflows.
Streetlights Monitoring
Detect failing, damaged, or obstructed streetlights before complaints occur. Reduce truck rolls and improve public safety through proactive, street-level monitoring.
Maintenance planning
Prioritize resurfacing, marking refreshes, and repair programs with confidence.
Urban planning
Measure curb assets, public space usage, and development trends faster.
HD map validation
Confirm lane geometry and street assets with high-frequency imagery.
Use cases built on street-level intelligence
Hover to see real-world examples and the benefits teams get from continuous street-level refresh.
How street-level intelligence is delivered
Use one product or combine dashboards, AgentDx, and API exports into a complete infrastructure intelligence workflow.
∞Dx Dashboards
Track asset state-of-health (SOH) and changes with map-based diagnostics.
AgentDx
Coming Soon
API / Exports
Integrate high-frequency SOH signals and change events directly into your systems.