What sensors and frame rates do you support?

SENTRA supports IP cameras (15-30 fps), radar sensors, and LiDAR. Frame rate requirements vary by use case—typically 15 fps for classification, 30 fps for incidents.

How do you validate accuracy on my sites?

We conduct ground-truth validation studies comparing system counts to manual counts. Acceptance criteria and validation methodology are defined during project scoping.

Can we run statewide batch inference from archives?

Yes, SENTRA supports batch processing of archived video for historical analysis and model retraining using cloud infrastructure or distributed edge processing.

What GIS formats do you export?

We export to ArcGIS feature classes, shapefiles, GeoJSON, and can integrate directly with LRS systems. Custom export formats available upon request.

What's the typical hardware footprint per approach/roadway?

Standard deployment: 1 edge device per 2-4 camera views. Exact configuration depends on resolution, frame rate, and number of analytics running concurrently.

How does SENTRA optimize airport curbside operations?

SENTRA tracks vehicle dwell times, queue lengths, and traffic flow patterns at terminal curbsides. Analytics help airports optimize pickup zones, reduce congestion, and improve passenger experience while maintaining compliance with regional traffic regulations.

Can SENTRA track loading dock turnaround times in warehouses?

Yes, SENTRA monitors dock activity including vehicle arrival/departure, dwell times, and throughput metrics. This data helps logistics managers optimize dock scheduling, identify bottlenecks, and improve operational efficiency across distribution centers.

What incident types can SENTRA detect automatically?

SENTRA detects stopped vehicles, wrong-way movement, queue buildup, congestion events, and unusual traffic patterns. Detection thresholds are configurable per site and can trigger automated alerts to traffic management centers or emergency services.

How does SENTRA integrate with DOT planning workflows?

SENTRA exports data to ArcGIS feature classes and Linear Referencing Systems (LRS) used by state DOTs. This enables seamless integration with existing transportation planning tools and supports AADT/AAWDT studies, capital improvement planning, and grant applications.

Can SENTRA help with corporate campus traffic management?

Yes, SENTRA provides traffic flow analysis, parking guidance, and shuttle optimization for corporate campuses. Analytics help facility managers understand peak congestion times, optimize parking resources, and improve employee commute experiences.

SENTRA — Traffic Analytics

Edge AI for counting, classification, speed, and incident detection—serving airports, warehouses, corporate campuses, and DOT infrastructure.

Used in:

KPI-gated rollout

On-prem/Cloud

API-first

Measured Outcomes

FHWA class accuracy

within target ±1–2 pp on accepted sites

Incident detection latency

< 1–2 s (tuned per site)

Cloud GPU/egress spend

↓ 20–40% with edge batching

Capabilities

Real-time counts, speed, and FHWA class at the edge (Jetson/x86)

Aviation/Airport: curbside flow optimization, ground transportation analytics, terminal access monitoring

Warehouse & Logistics: loading dock optimization, yard management, trailer tracking

Corporate Campus: traffic flow analysis, parking guidance, employee shuttle optimization

Incident detection (stopped vehicle, wrong-way, queue build-up, congestion alerts)

ArcGIS/LRS conflation; shapefiles/feature classes export for DOT workflows

Live dashboards and scheduled study packs

Hybrid edge↔cloud sync and statewide batch inference

Model monitoring & drift alerts; retrain hooks

How It Works

Cameras/LiDAR → edge inference → event bus → dashboards/exports → GIS & planning.

Typical Implementation Timeline

Week 1-2

Discovery, integration planning, and acceptance criteria definition

Week 3-4

Infrastructure setup, API integration, and pilot deployment

Week 5-6

User training, validation testing, and workflow optimization

Week 7+

Production rollout, monitoring, and continuous optimization

Deployments & Integrations

Edge devices (Jetson/x86 platforms)

Kubernetes microservices architecture

S3/Glacier storage for long-term archives

ArcGIS/feature classes export

Data portal integration hooks

Statewide batch inference support

Security & Compliance

Encrypted telemetry and data transmission; device authentication and authorization

Role-scoped access controls with comprehensive audit logging

Optional anonymization for public data portals

Designed to align with WCAG 2.1 AA accessibility standards

Security posture designed for DOT and municipal requirements

Regular security assessments and updates

Need vendor documentation or security artifacts? Visit Trust Center →

Case Studies

Municipal Computer Vision Cost Reduction

Edge processing reduced cloud costs by 70% while improving response times

Read case study

Industry-Specific Applications

Transportation & DOT

• Highway traffic classification and AADT/AAWDT studies
• Speed enforcement and work zone monitoring
• Incident detection and emergency response coordination
• Statewide GIS integration for planning and reporting

Aviation & Airports

• Curbside traffic flow optimization and dwell time analytics
• Ground transportation monitoring and queue management
• Terminal access and parking guidance systems
• Airside vehicle tracking and perimeter monitoring

Warehouse & Logistics

• Loading dock optimization and turnaround time tracking
• Yard management and trailer tracking systems
• Vehicle classification for inbound/outbound shipments
• Safety monitoring and congestion alerts

Smart Cities & Enterprise

• Downtown traffic analytics and congestion management
• Corporate campus flow analysis and shuttle optimization
• Parking guidance and occupancy monitoring
• Event traffic planning and impact analysis

Transportation & DOT

• Highway traffic classification and AADT/AAWDT studies
• Speed enforcement and work zone monitoring
• Incident detection and emergency response coordination
• Statewide GIS integration for planning and reporting

Aviation & Airports

• Curbside traffic flow optimization and dwell time analytics
• Ground transportation monitoring and queue management
• Terminal access and parking guidance systems
• Airside vehicle tracking and perimeter monitoring

Warehouse & Logistics

• Loading dock optimization and turnaround time tracking
• Yard management and trailer tracking systems
• Vehicle classification for inbound/outbound shipments
• Safety monitoring and congestion alerts

Smart Cities & Enterprise

• Downtown traffic analytics and congestion management
• Corporate campus flow analysis and shuttle optimization
• Parking guidance and occupancy monitoring
• Event traffic planning and impact analysis

Frequently Asked Questions

Last updated: January 15, 2025

Learn more about how we measure and validate outcomes

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Schedule a demo to see how SENTRA can deliver measurable outcomes for your organization.

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SENTRA — Traffic Analytics

Measured Outcomes

FHWA class accuracy

Incident detection latency

Cloud GPU/egress spend

Capabilities

How It Works

Typical Implementation Timeline

Week 1-2

Week 3-4

Week 5-6

Week 7+

Deployments & Integrations

Security & Compliance

Case Studies

Municipal Computer Vision Cost Reduction

Industry-Specific Applications

Transportation & DOT

Aviation & Airports

Warehouse & Logistics

Smart Cities & Enterprise

Transportation & DOT

Aviation & Airports

Warehouse & Logistics

Smart Cities & Enterprise

Frequently Asked Questions

Related Solutions

Computer Vision FastTrack

Outcomes Calculator

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