Observe
Connect video, sensors and existing operational sources.
AI monitoring for bridges and highways
Bridges and highways.
Continuous monitoring.
Faster decisions.
STRUCTURA by GUARDAI transforms video, sensor and operational data into a continuous view of bridges, highways and critical corridors — from vehicle loads to early indicators of risk.
Operational footprint
10 enterprise clients · 3 countries · more than 2 years in operation.
1.8B+
vehicles processed in real time
186K+
predictive analyses completed
1,420 km
of road network and 96 bridges monitored
From detection to decision
Seeing more is useful.
Understanding earlier changes everything.
Periodic inspections produce isolated snapshots. STRUCTURA creates a continuous view of the system: it observes change, interprets variations and directs attention to where risk is actually emerging.
One platform, one operational picture
Complex data.
Clear decisions.
STRUCTURA connects observation, AI analysis and reporting in a single workflow designed for public authorities, concessionaires, engineering firms and infrastructure operators.
Interpret
Classify events, patterns and meaningful change.
Anticipate
Surface anomalies and risk signals before they become critical.
Activate
Deliver priorities, alerts and reports ready for action.
Real product, auditable decisions
From image
to operational priority.
One platform connects visual inspection, damage detection, load analysis and economic reporting in a single operational environment.
Damage detection and assessment
Cracks and corrosion areas are located, classified by severity and connected to an initial cost estimate.
Vehicles, weight and load in real time
The system detects vehicles in the video stream and updates counts, estimated weight, structural load and trends over time.
Technical reports and intervention estimates
Evidence becomes a filterable report with severity, detected defects, history and repair estimates.
Capabilities
An intelligence layer
over the physical network.
Interoperable modules make it possible to begin with one use case and scale toward an integrated view of the territory.
01Core system
Highway Intelligence · RoadGuard
Real-time traffic flow analysis, vehicle classification and detection of mobility anomalies.
- Counting and classification
- Congestion and load patterns
- Events and operational alerts
02Core system
Structural Intelligence
Continuous monitoring of bridges and critical assets to identify change, anomalous conditions and inspection priorities.
Learn more03Core system
Predictive Intelligence
Models that read data evolution over time to support prevention, maintenance and resource allocation.
Learn more04Core system
Decision & Reporting
Dashboards, alerts and technical reports turn analysis into an auditable, shareable record for stakeholders.
Learn moreThe platform in action
From road to signal.
From signal to priority.
Operational value
More continuity.
Fewer blind spots.
Continuous oversight
Extend visibility between inspections and operational interventions.
Data-led priorities
Focus people and budgets on the assets and events that truly require attention.
Frictionless scale
Expand from one pilot site to complex networks while preserving method and comparability.
Anonymised case studies
Three networks.
Three operational priorities.
Enterprise deployments of STRUCTURA across Italy, the United States and Mexico. Client names and identifying details remain confidential.
Prioritising inspections across a high-traffic network.
Continuous monitoring of viaducts and motorway corridors to combine visual condition, traffic volume and estimated load.
- 420 km
- network monitored
- 28
- bridges and viaducts
- −63%
- preliminary review time
Scaling visual screening without multiplying site visits.
Assisted image and video analysis to identify cracks and corrosion, standardise severity and prepare comparable reports.
- 41
- infrastructure assets
- 76K+
- analyses completed
- −46%
- initial screening time
Making load and anomalies visible across critical corridors.
Computer vision applied to motorway flows to classify vehicles, estimate weight and detect abnormal operating conditions.
- 610 km
- network monitored
- 540M+
- passages processed
- −38%
- non-priority inspection travel
Technology designed to integrate
The best technology is technology that enters operations.
STRUCTURA is designed to work with existing data sources, dedicated models and enterprise workflows. The platform can be configured for different use cases, territories and organisational requirements.
Input
Video · Sensors · Third-party data
Engine
Computer vision · Predictive models
Output
Dashboards · Alerts · Reports · API
Deployment
Configurable for enterprise environments
Performance
94.8% event-classification accuracy
Metric methodology
Vehicle passage
A detection classified by the model in the video stream; it does not necessarily represent a unique vehicle.
Predictive analysis
A completed cycle combining observations, thresholds and history to produce an indicator or priority.
Monitored asset
A bridge, viaduct or road section configured in the platform with dedicated data and parameters.
Accuracy
Performance measured on validation sets defined for each event class, not a prediction of structural failure.
Strategic opportunities
Ready to be adopted.
Built to be scaled.
GUARDAI selectively considers industrial partnerships, licensing of the STRUCTURA technology platform and strategic transactions with partners positioned to accelerate its international distribution. Technical materials, operating performance and detailed documentation are available through a confidential process.
Start a confidential conversation
Further materials available under NDA
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