Industrial-grade multimodal datasets

Ready-to-use datasets focused on industrial AI, robotics, quality control, and defect prediction

We combine photos, videos, POV footage, and drone views to create datasets that truly reflect the field.

We deliver multimodal data that powers real-world AI

Multimodal Capture

Synchronized RGB and audio recordings captured on active worksites for true real-world representation

Expert Labeling & Fusion

AI-assisted annotation across visual, thermal, and audio data - precisely aligned and human-verified.

Ready-to-Train Datasets

Delivered in COCO, VOC, or MOT format, with anonymization and QA validation included.

Quality & Verification

Each dataset is checked through human validation and automated QA for accuracy and consistency.

Our services

01.
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Raw Datasets

High-quality multimodal data, photo, video, audio and thermal, captured on-site in construction, manufacturing, and logistics environments for AI and robotics training.

02.
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Custom Annotation

From bounding boxes to semantic segmentation, we annotate multimodal datasets - visual, thermal, and audio - with the precision your AI project requires.

03.
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Tailored Data-Collection and Annotation

Whether you need new footage or specific labeling tasks, ORION delivers fully customized datasets across construction, manufacturing, and logistics sectors.

01.
Raw Datasets

High-quality video data for AI and robotics training, captured on-site in construction, manufacturing, and logistics environments.

02.
Custom Annotation

From bounding boxes to semantic segmentation, we annotate your visual datasets with the level of precision your AI project requires.​

03.
Tailored Data-Collection / Annotation​

Whether you need new footage or specific labeling tasks, ORION delivers fully customized datasets across construction, manufacturing, and logistics sectors.

Industries we serve

Industries we serve

Heavy industry

Our annotated footage helps train AI to recognize PPE usage, unsafe behavior, and proximity risks, improving workplace safety automation.

Industries we serve

Logistic

Robots and drones rely on realistic data to navigate complex worksites.
Our POV datasets provide real perspectives, helping models detect tools, humans, and obstacles accurately.

Industries we serve

Manufacturing

We deliver annotated visual data from real manufacturing environments, helping AI systems detect parts, monitor processes, and ensure quality control on production lines.

Industries we serve

Heavy industry​

Our annotated footage helps train AI to recognize PPE usage, unsafe behavior, and proximity risks, improving workplace safety automation.

Logistic

Robots and drones rely on realistic data to navigate complex worksites. Our POV datasets provide real perspectives, helping models detect tools, humans, and obstacles accurately.

WHAT OUR CUSTOMERS SAY

Our Quality Process

98%+ Quality Assurance

Each dataset goes through multi-level validation combining automated and manual review. Every annotation is verified by QA specialists to ensure precision, consistency, and reliability.

Efficient & Scalable Delivery

Our internal workflow is designed for speed and accuracy. Structured review cycles, automated checks, and human supervision guarantee consistent results across large datasets.

Specialized Annotation Teams

Unlike generic labeling services, ORION relies on trained professionals familiar with industrial and robotics environments - ensuring annotations that reflect real-world context and safety standards.

Built for Any AI Vision Project

Bounding Boxes

For fast object detection and tracking. Ideal for model prototyping.

Segmentation Masks

For precise pixel-level understanding. Perfect for safety and robotics use cases.

Keypoints & Relations

For advanced human-object interaction analysis. Best for complex AI vision.

Data Protection

We ensure every dataset we produce complies with GDPR standards - from capture to delivery.

Our process includes anonymization, secure storage, and ethical validation for all visual data.

Built for Any AI Vision Project

Bounding Boxes

For fast object detection and tracking. Ideal for model prototyping.

Segmentation Masks

For precise pixel-level understanding. Perfect for safety and robotics use cases.

Keypoints & Relations

For advanced human-object interaction analysis. Best for complex AI vision.

Data Protection

We ensure every dataset we produce complies with GDPR standards - from capture to delivery.

Our process includes anonymization, secure storage, and ethical validation for all visual data.

We use cutting-edge tools to process data faster.

SAM
TypeScript
Detectron2
TransT
PyTorch
CVAT
OpenCV
V7

Join the Orion network.

AI data creation for real-world industries.

300+
Hours

of real industrial and construction footage

4+
AI annotation models

optimized for accuracy

98%
QA accuracy

through human-AI validation

100%
Scalable

custom datasets for any project

300+
Hours

of real industrial and construction footage

4+
annotation models

optimized for accuracy

98%
QA accuracy

through human-AI validation

100%
Scalable

custom datasets for any project

Got a project?

Let’s talk