Defense & Security

Vision AI for defense & situational awareness

From surveillance feeds to satellite imagery. Build, deploy, and monitor computer vision models in air-gapped, on-premise environments.

Defense surveillance with computer vision
Threats Detected
8,200+
Model Accuracy
96.8%
10M+
Images processed
96%
Detection accuracy
<100ms
Edge inference
100%
On-premise capable
Architecture

Sovereign AI infrastructure for defense operations

Picsellia runs fully on-premise or air-gapped, connecting tactical sensors with centralized model management, training, and deployment.

Picsellia

Picsellia MLOps Platform

On-premise orchestration layer

Data Management
Data Management
Centralize & version
Annotation
Annotation
Label & review
Training
Training
Build & experiment
Deployment
Deployment
Ship & monitor
Data Upload
Inference
Visualization
Human Feedback

Tactical Sensors

Connected devices running inference at the edge

Running
Surveillance Cameras
Fixed & PTZ camera networks
Latency24/7
Running
UAV Feeds
Drone reconnaissance streams
Latency< 50ms
Running
Satellite Imagery
Geospatial intelligence analysis
LatencyOn-demand
Running
Edge Devices
Ruggedized tactical compute
Latency< 30ms
Continuous improvement: Field data → Annotation → Retraining → Deployment
Applications

Built for defense operations

From base security to battlefield intelligence, Picsellia powers vision AI workflows across defense and security operations.

Threat Detection & Surveillance
24/7
Continuous monitoring

Threat Detection & Surveillance

Detect persons, vehicles, and unusual activity across camera networks. Real-time alerting for restricted zones and critical perimeters.

Vehicle & Asset Recognition
95%
Classification accuracy

Vehicle & Asset Recognition

Classify and track military and civilian vehicles, aircraft, and naval vessels from satellite, aerial, and ground-level imagery.

Terrain & Damage Assessment
<1h
Analysis turnaround

Terrain & Damage Assessment

Analyze satellite and drone imagery for terrain mapping, battle damage assessment, and infrastructure change detection.

Perimeter Security
99%
Intrusion detection

Perimeter Security

Automated intrusion detection for military installations, forward operating bases, and critical infrastructure facilities.

Platform

From raw intelligence to operational AI

Four steps to transform sensor data into deployed detection models with full sovereignty and traceability.

1
Collect

Centralize classified imagery

Aggregate data from surveillance cameras, UAVs, satellites, and tactical sensors into a secure, versioned repository within your own infrastructure.

On-premise storage only
Multi-source ingestion
Geo-tagged & timestamped
Dataset versioning
Learn about Datalake
Datalake
Data collection
Labeling Tool
Annotation
2
Annotate

Label targets with your analysts

Your intelligence analysts know what to look for. Capture that expertise by labeling objects of interest. AI pre-annotation accelerates the process by 10x.

AI pre-labels known objects
Analysts review and correct
Custom classification schemas
Quality control workflows
Learn about Labeling Tool
3
Train

Build detection models on-premise

Train models on your own GPU clusters without data ever leaving your network. Full experiment tracking and model versioning for reproducibility.

Train on your infrastructure
Compare model architectures
Full experiment lineage
Reproducible results
Learn about Experiment Tracking
Training
Model training
Deployment
Model deployment
4
Deploy

Deploy to tactical edge devices

Ship models to ruggedized edge hardware, drones, or on-premise servers. Monitor performance and retrain when operational conditions change.

Deploy to edge or on-prem
Real-time monitoring
Automatic drift detection
One-click retraining
Learn about Deployment

The result? Sovereign AI for defense operations.

10x
Faster labeling with AI assistance
96%
Detection accuracy
< 30ms
Edge inference latency
100%
Data sovereignty
Sovereign & Secure

Built for defense-grade security

Defense operations demand the highest levels of data sovereignty, security, and operational control. Picsellia runs entirely within your infrastructure.

Air-Gapped Deployment

Operate in fully disconnected, classified environments

On-Premise Only

No data leaves your network, ever

ISO 27001 Certified

Enterprise-grade security and data protection

Full Audit Trail

Every action logged for compliance and accountability

Role-Based Access

Clearance-level permissions for teams and operators

Data Sovereignty

Your data never leaves your perimeter

AES-256
Encryption
99.9%
Uptime SLA
On-Prem
Deployment
Yes
Air-Gapped
DEFENSE_AI

Ready to deploy sovereign vision AI?

See how defense organizations use Picsellia to build and deploy computer vision models in secure, air-gapped environments.

10M+
Images analyzed
<30ms
Edge inference
99.9%
Uptime
ISO 27001
Certified