Labeling Services for Real-World AI
From RGB to thermal and audio data - ORION delivers multimodal annotations built for real environments, not synthetic labs.
Multimodal Annotation for Construction, Industry & Robotics
ORION specializes in annotating complex, real-world data captured on active worksites.
We process synchronized RGB, thermal, audio, text, and sensor-based video feeds to create training datasets that truly reflect operational environments.
Our workflow combines AI-assisted pre-labeling with expert human validation, ensuring precision, consistency, and compliance across all modalities.
What We Label
Multimodal Synchronization
Human & PPE Detection
Thermal Behavior Analysis
Audio Labeling & Event Detection
Scene Understanding & Safety Zones
Tool & Gesture Recognition
Incident & Risk Classification
Text & Sign Recognition
Tailored Annotation Pipelines for Any Scenario
Whether you’re training a safety AI, a predictive maintenance model, or an industrial robot, we build the annotation pipeline around your needs.
From multimodal fusion (RGB + Audio + Thermal) to complex temporal events, ORION designs the full workflow: task setup, labeling, QA, and export.
Why Choose ORION for Annotation
Real Environments
Captured on actual worksites with dust, movement, and human variability - not synthetic data.
AI + Human Validation
We combine model-assisted labeling with manual review by domain specialists.
Ethical & Compliant
Worker consent, anonymization, GDPR compliance, and secure local processing.