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