The Data Refinery: A Scalable Pipeline for Superior AI

Our automated AI pipeline transforms raw, low-quality video into high-grade, weapon-system-ready training data at unprecedented scale.

The Data Refinery Pipeline

Our automated AI pipeline transforms raw footage into production-ready training datasets

Aggregate

Stage 1 of 3

Collect real-world footage from diverse sources

Systematically ingest video from conflict zones, training exercises, and operational deployments. Our automated collection system processes thousands of hours of footage daily.

Multi-source ingestion pipeline
Automated content filtering
Metadata extraction and tagging
Quality assessment scoring

Pixel-Perfect Segmentation at Scale

Our SAM2-powered segmentation achieves 99.2% accuracy in object detection and classification, even in the most challenging environments.

1
Raw Input Footage

Drone barely visible against complex background - typical real-world conditions

2
AI-Processed Output

99.2%

Perfect segmentation with confidence scoring and bounding box coordinates

Technical Specifications

Enterprise-grade performance with military precision

Processing Speed

10,000+

Hours processed per day

Video ingestion Real-time
Segmentation 2-5 sec/frame
Export generation Instant

Accuracy Metrics

99.2%

Detection accuracy

Precision 99.1%
Recall 99.3%
F1 Score 99.2%

Export Formats

15+

Supported formats

YOLO v5, v8, v9
COCO JSON
Pascal VOC XML

Security & Compliance

Defense-grade security for sensitive data handling

Data Protection

End-to-end encryption (AES-256)
Zero-trust architecture
Secure multi-party computation
Data sovereignty controls

Compliance Standards

SOC 2 Type II certified
ISO 27001 compliant
NIST Cybersecurity Framework
Export control compliant

Ready to Transform Your Detection Capabilities?

See how our data refinery can deliver the training datasets your models need to succeed in real-world environments.