# 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.

**Threats Detected**  
8,200+

**Model Accuracy**  
96.8%  
10M+  
Images processed  
96%  
Detection accuracy  
<100ms  
Edge inference  
100%  
On-premise capable

## 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 MLOps Platform

On-premise orchestration layer

**Data Management**  
Centralize & version

**Annotation**  
Label & review

**Training**  
Build & experiment

**Deployment**  
Ship & monitor

## Tactical Sensors

Connected devices running inference at the edge

- **4 CONNECTED** 
  - **Surveillance Cameras**  
  Fixed & PTZ camera networks
  - **UAV Feeds**  
  Drone reconnaissance streams
  - **Satellite Imagery**  
  Geospatial intelligence analysis
  - **Edge Devices**  
  Ruggedized tactical compute

Continuous improvement: Field data → Annotation → Retraining → Deployment

## Built for defense operations

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

### Threat Detection & Surveillance

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

### Vehicle & Asset Recognition

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

### Terrain & Damage Assessment

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

### Perimeter Security

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

## From raw intelligence to operational AI

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

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

2. **Annotate**  
   Capture that expertise by labeling objects of interest. AI pre-annotation accelerates the process by 10x.

3. **Train**  
   Train models on your own GPU clusters without data ever leaving your network.

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

### The result? Sovereign AI for defense operations.

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

## Built for defense-grade security

Defense operations demand the highest levels of data sovereignty, security, and operational control.

- **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

## 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