Use Cases
Government
With modernization, contested environments, and data overload driving demand, visual intelligence has become a mission-critical, multi-billion-dollar opportunity for government—enabling faster analysis, reduced cognitive burden, and smarter decisions from the JOC to the edge.
Border
Protection
Thousands of miles of border generate overwhelming sensor and video data
Disaster & Humanitarian Response
Responders lack real-time situational awareness of survivors, hazards, and logistics
Defense & Intelligence
Commanders lack a shared, real-time operational picture as data are fragmented across systems
Urban Safety & Critical Infrastructure
No single view of activity around critical assets, Intrusion, vehicle-borne threats, and sabotage indicators
All-Domain Awareness
AIS, radar, SAR, EO/IR, and drone feeds live in separate systems
Border Protection
Thousands of miles of border generate overwhelming sensor and video data
Disaster & Humanitarian Response
Responders lack real-time situational awareness of survivors, hazards, and logistics
Defense & Intelligence
Commanders lack a shared, real-time operational picture as data are fragmented across systems
Urban Safety & Critical Infrastructure
No single view of activity around critical assets, Intrusion, vehicle-borne threats, and sabotage indicators
All-Domain Awareness
AIS, radar, SAR, EO/IR, and drone feeds live in separate systems
All-source fusion, orchestration, and analysis
The Challenge
- ISR, FMV, radar, SIGINT, and satellite data are fragmented across systems
- Commanders lack a shared, real-time operational picture
- Target movement and pattern shifts require manual fusion to analyze
- Decision cycles slow as analysts pull data across tools
How Larx Solves It
Larx fuses multi-domain sensor data — land, air, sea, cyber, and space — into one operational picture.
- Tracks target movement, staging, and pattern change in real time
- Predicts routes and surfaces likely next positions
- Produces mission-ready intelligence products automatically
- Commanders ask:
- “Show new vehicle movement along this corridor and probable next positions.”
The Result
- Faster decision cycles and shorter kill chains
- Shared awareness across units and commands
- Reduced analyst workload
- Superior operational tempo and mission advantage
Larx fuses multi-domain intelligence into one operational picture — shortening decision cycles, synchronizing forces, and driving mission advantage.
Tracking Suspicious Vessels in Congested Waters
The Challenge
- High-traffic maritime corridors hide dark fleets, trafficking, and illegal transshipment
- AIS, satellite, radar, and drone feeds exist — but across disconnected systems
- Analysts manually piece data together, slowing response and reducing situational awareness
How Larx Solves It
Larx fuses SAR, EO/IR, AIS, radar, and drone video into a single maritime picture.
- Detects dark vessels (AIS off, no lights, unusual routes)
- Flags anomalies: loitering, sudden course changes, rendezvous at sea
- Powered by Orion — real-time pattern and behavior detection
- Natural language queries surface threats instantly
- “Show me vessels entering this area in the last 24 hours with AIS disabled.”
The Result
- Real-time tracking & threat identification
- Faster interdiction & command decisions
- Less analyst workload, more operational advantage
- Clear visibility in the world’s most congested waters
Larx turns chaotic maritime data into a trusted operational picture — enabling faster response and mission advantage at sea.
Detecting Cross-border Smuggling & Movement Patterns
The Challenge
- Thousands of miles of border generate overwhelming sensor and video data
- Smuggling operations exploit gaps in surveillance and patrol coverage
- Movement patterns and staging sites are hard to detect manually
- Real-time response is slowed by siloed systems and delayed insight
How Larx Solves It
Larx fuses ground sensors, surveillance cameras, radar, drone feeds, and satellite imagery into one picture.
- Detects movement across restricted areas
- Flags suspicious vehicles, foot traffic, and route patterns
- Surfaces repeat activity and likely staging sites
- Natural language queries detect traffic and anomalies:
- “Show all incursions between posts 12 and 15 in the past 8 hours.”
The Result
- Faster interdiction and resource deployment
- Fewer blind spots
- Automated anomaly and pattern detection
- Intelligence drives patrol planning
Larx turns scattered surveillance feeds into a unified border picture — delivering faster interdiction, fewer gaps, and intelligence-driven patrols.
Monitoring Key Facilities for Threat Indicators
The Challenge
- Cities and key facilities generate massive amounts of video and sensor data
- Intrusion, vehicle-borne threats, and sabotage indicators are often detected too late
- Manual review is reactive and resource-intensive
- No single view of activity around critical assets
How Larx Solves It
Larx fuses CCTV, thermal, drone, and sensor data into a single operational picture.
- Flags perimeter breaches, loitering, unusual movement, or crowd surges
- Tracks vehicles and personnel near restricted or sensitive areas
- Detects objects left behind, sabotage indicators, or access anomalies
- Security teams ask:
- “Show abnormal activity around this substation in the last 2 hours.”
The Result
- Proactive detection instead of reactive review
- Faster incident response and threat mitigation
- Increased force protection and infrastructure security
- Centralized oversight of complex urban terrain
Larx provides continuous visibility around critical sites — detecting threats early, increasing force protection, and enabling rapid response.
Rapid Damage Assessment After a Natural Disaster
The Challenge
- Infrastructure damage creates blocked roads, unsafe zones, and communication failures
- Imagery and situational reports arrive fast but stay siloed
- Responders lack a real-time picture of survivors, hazards, and access routes
- Coordination across agencies is slow and information-heavy
How Larx Solves It
Larx fuses satellite imagery, drone scans, camera feeds, and reports into a live operational picture.
- Maps collapsed structures, flooded zones, and blocked routes
- Identifies passable roads and safe corridors for rescue and supply delivery
- Tracks responder movement, aid distribution, and mission assets
- Responders ask:
- “Show all passable roads to the hospital avoiding flood zones.”
The Result
- Faster rescue and medical response
- Clear multi-agency coordination
- Reduced risk to responders
- Lives and resources saved
Larx delivers real-time situational awareness in chaos — helping responders reach survivors faster, coordinate resources, and save lives.
Use Cases
Commercial
With an estimated $30B+ commercial market and nearly 20% annual growth, visual intelligence is becoming the core of how companies turn raw imagery and sensor feeds into real-time decisions that reduce cost, risk, and operational blind spots.
Oil & Gas
Thousands of miles of pipeline span remote, hard-to-monitor regions
Mining
Mines operate in remote, hazardous environments with constant change
Telecom
Expanding and maintaining telecom networks requires surveying vast regions
Agriculture
Imagery, drone surveys, soil sensors, weather data, and equipment logs all live in separate systems
Supply Chain
Theft, stalled cargo, congestion, route disruption, and port delays can go undetected until they cause losses
Oil & Gas
Thousands of miles of pipeline span remote, hard-to-monitor regions
Mining
Mines operate in remote, hazardous environments with constant change
Telecom
Expanding and maintaining telecom networks requires surveying vast regions
Agriculture
Imagery, drone surveys, soil sensors, weather data, and equipment logs all live in separate systems
Supply Chain
Theft, stalled cargo, congestion, route disruption, and port delays can go undetected until they cause losses
Pipeline Integrity & Field Ops
The Challenge
- Thousands of miles of pipeline span remote, hard-to-monitor regions
- Data lives in silos — drone imagery, satellite, thermal, SCADA, and ground sensors all live in separate systems
- Leaks, encroachment, corrosion, and land movement are often detected too late, leading to spills, fines, and environmental damage
- Manual inspection is slow, costly, and dangerous
How Larx Solves It
Larx fuses satellite, drone, thermal video, SCADA, and environmental data into a single operational picture.
- Detects leaks, thermal anomalies, flooding, and erosion
- Identifies encroachment or unauthorized construction along pipeline routes
- Monitors long-term changes through automated change detection
- Field teams and analysts can ask questions in natural language:
- “Notify me if there are any thermal anomalies along XYZ pipeline segments.”
The Result
- Early detection of leaks and environmental risks
- Faster, safer field inspections
- Reduced maintenance cost and downtime
- Lower regulatory exposure and environmental liability
- Clear, real-time visibility across the entire pipeline network
Larx turns fragmented data into a single, trusted picture of asset health — helping operators prevent disasters before they happen.
Site Monitoring & Safety
The Challenge
- Mines operate in remote, hazardous environments with constant change
- Drone surveys, satellite imagery, LiDAR scans, IoT sensors, and security feeds live in different systems
- Tracking land shifts, erosion, equipment movement, and restricted areas is manual and slow
- Safety and regulatory compliance depend on accurate, real-time insight
How Larx Solves It
Larx fuses satellite, drone, LiDAR, environmental, and video data into a single, real-time operating picture.
- Detects land movement, pit wall instability, flooding risks, or haul road degradation
- Tracks equipment, vehicle traffic, and workforce safety zones
- Monitors reclamation progress and environmental compliance
- Natural-language queries:
- “Highlight areas with land movement above 10cm over the last week.”
The Result
- Safer operations and reduced accident risk
- Lower regulatory exposure and compliance cost
- Optimized equipment movement and logistics
- Better monitoring of tailings, waste, and reclamation
- Fewer site visits — more remote oversight
Larx gives mining operators continuous visibility over complex, shifting environments — improving safety and productivity.
Network Planning & Monitoring
The Challenge
- Expanding and maintaining telecom networks requires surveying vast regions
- RF coverage maps, satellite imagery, LIDAR, drone surveys, and ground data all live in separate systems
- Identifying tower placement, obstructions, asset locations/health, and right-of-way issues is slow and expensive
- Outages and damage are often discovered after customers are impacted
How Larx Solves It
Larx fuses imagery, RF overlays, elevation data, drone video, and infrastructure maps into a single operational picture.
- Detects new construction or vegetation growth obstructing line-of-sight
- Monitors tower conditions and site access after storms or disasters
- Maps ideal tower and fiber routes using terrain and population overlays
- Natural-language queries:
- “Show areas where vegetation is impacting LOS visibility.”
The Result
- Faster network planning and tower siting
- Earlier detection of outages, storm damage, and obstructions
- Reduced truck rolls and maintenance cost
- Higher uptime and customer reliability
Larx gives telecom operators real-time visibility of infrastructure — without sending crews into the field first.
Crop Health & Field Visibility
The Challenge
- Farms and agribusinesses manage thousands of acres spread across remote regions
- Imagery, drone surveys, soil sensors, weather data, and equipment logs all live in separate systems
- Crop stress, pest impact, irrigation issues, and yield risk are often discovered late
- Field teams spend time manually reviewing imagery and scouting conditions
How Larx Solves It
Larx fuses satellite, drone, sensor, and environmental data into a single view of fields and crop status.
- Detects crop stress, nutrient deficiency, flooding, drought patterns, and pest spread
- Monitors irrigation performance and change over time
- Highlights anomalies and high-risk zones for targeted field inspections
- Natural-language queries:
- “Show areas of vegetation stress in the northwest field over the last two weeks.”
The Result
- Early detection of yield-threatening conditions
- Less manual scouting and site visits
- Optimized water, fertilizer, and resource use
- Higher productivity and lower operational cost
Larx gives farmers real-time visibility — and protects yield before problems escalate.
Network Planning & Monitoring
The Challenge
- Logistics networks span cities, borders, ports, and remote routes
- Video feeds, telematics, GPS, yard cameras, weather data, and security systems are siloed
- Theft, stalled cargo, congestion, route disruption, and port delays can go undetected until they cause losses
- Teams rely on manual monitoring and delayed status reporting
How Larx Solves It
Larx fuses camera feeds, drone footage, GPS, sensors, and environmental data into one operational picture.
- Monitors fleet movement, delivery routes, and shipping yards in real time
- Detects anomalies: halted vehicles, unauthorized access, congestion, damage, or lost assets
- Flags bottlenecks and generates ideal alternative routing
- Natural-language queries:
- “Show trucks delayed more than 45 minutes in this region with weather impacts.”
The Result
- Better fleet visibility and fewer blind spots
- Faster response to delays, disruptions, or security issues
- Lower risk of theft, spoilage, and cargo loss
- More efficient routing and higher on-time delivery
Larx helps logistics operations move faster, safer, and with total situational awareness.
Infrastructure & Power Grid
The Challenge
- Power grids span thousands of miles, often through forests, deserts, and private land
- Storms, wildfires, vegetation, and vandalism threaten transmission lines
- Satellite imagery, drone footage, sensor data, and maintenance logs are siloed
- Failures lead to blackouts, fires, fines, and public safety risk
How Larx Solves It
Larx fuses satellite, thermal, drone, and environmental data into a real-time grid intelligence picture.
- Identifies vegetation encroachment and wildfire risk zones
- Detects damaged towers, sagging lines, or thermal anomalies
- Monitors restoration progress and storm impacts
- Natural-language queries:
- “Show all transmission segments impacted by last night’s storm with thermal anomalies or vegetation risk.”
The Result
- Lower outage risk and wildfire exposure
- Faster storm response and asset repair
- Reduced field inspections and helicopter flights
- Improved compliance and safety reporting
Larx helps energy companies protect critical infrastructure, prevent failures, and keep the lights on.
Architecture
A full intelligence pipeline in a single platform
Ingests
Satellite, drone, ISR, thermal, radar, AIS, LiDAR, maps, and supporting contextual data
Fuses
All visual layers into a single, trusted operational picture
Analyzes
Patterns, change, anomalies, tevents and behaviors
Answers
Complex questions in natural language — no code required
Delivers
Actionable outputs: alerts, reports, routes, summaries and sharable insights
Architecture
A full intelligence pipeline in a single platform
Ingests
Satellite, drone, ISR, thermal, radar, AIS, LiDAR, maps, and supporting contextual data
Fuses
All visual layers into a single, trusted operational picture
Analyzes
Patterns, change, anomalies, tevents and behaviors
Answers
Complex questions in natural language — no code required
Delivers
Actionable outputs: alerts, reports, routes, summaries and sharable insights
At Larx
We’re redefining how the world
interacts with data.
We’re redefining
how the world interacts with data.
As the most comprehensive data orchestration and fusion platform, we bring together aligned partners to amplify what Larx can deliver—more coverage, more clarity, and more impact for every customer.