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Things We Do
We help manufacturers and robotics companies transform visual and sensor data into actionable intelligence by labeling defects, parts, equipment, environments, human interactions, and machine behavior.
Our annotations improve robotic perception, enhance inspection accuracy, and bring
automation to life across industrial workflows.
Manufacturing & Robotics
Powering Intelligent Automation Across Manufacturing Floors
From defect detection to robotic vision, Anotag delivers high-accuracy annotations that elevate automation, safety, and production efficiency.
Closer than ever to your next adventure
01
Defect Detection & Quality Control Annotation
We label dents, cracks, scratches, misalignments, missing components, and surface anomalies on parts and products.
This powers machine-vision systems for assembly validation, product quality scoring, and automated inspection.
02
Robotic Navigation & Path
Planning
Anotag annotates factory floors, obstacles, machinery, forklifts, pallet jacks, and human workers.
This helps AMRs and industrial robots navigate safely with accurate map segmentation, object detection, and collision avoidance.
03
Assembly Line
Monitoring
We annotate tools, components, process stages, and worker actions.
These datasets are used to optimize assembly workflows, detect deviations, and ensure consistent SOP compliance.
04
Worker Safety & Behavior
Monitoring
We label PPE compliance (helmets, gloves, vests), unsafe motions, restricted zones, and human-machine interactions.
This strengthens AI systems that prevent injuries and maintain OSHA-level safety standards.
05
Predictive Maintenance & Equipment Condition Analysis
Our team annotates sensor readings, thermal imaging, vibration patterns, and machine states.
This supports AI models that forecast equipment failures and reduce downtime.
06
3D & Depth Sensor Annotation for Industrial Robotics
We work with LiDAR, stereo cameras, depth feeds, and point clouds to annotate industrial environments in 3D.
These datasets enable robotic arms, mobile robots, and automated handling systems to perceive space accurately.
OUR PROCESS
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01
Requirement Analysis & Use-Case Design
We identify your robotic workflows, inspection needs, and manufacturing environments to define the right data strategy.
02
Taxonomy & Schema Development
Custom schemas for parts, defects, equipment types, human roles, and robotic interaction zones.
03
Multi-Modal Annotation Execution
Experts label images, video, LiDAR, thermal, and sensor inputs using manufacturing-trained workflows.
04
Multi-Stage Quality Verification
Human and automated QA ensures > 98% accuracy on defect, part, and positional data.
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05
Iterative Review with Production Teams
We refine guidelines based on model performance, assembly changes, and robotics feedback loops.
06
Secure Delivery & Integration
Datasets delivered in COCO, YOLO, CSV, custom SOP schema, or integrated directly into your robotics/MLOps pipeline.
Why Choose Anotag
Engineered for high-speed, high-accuracy industrial automation.
01
Manufacturing-Trained
Annotation Teams
Skilled in identifying defects, parts, assembly steps, and industrial layouts.
02
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Robotics-Focused Multi-Modal
Support
We handle RGB, thermal, LiDAR, depth, and sensor inputs for robotic perception.
03
Scalable for Global
Factories
Perfect for enterprise operations with multi-site manufacturing and high-volume data.
05
High-Precision QA for
Inspection & Safety
Ensures accuracy for models affecting product quality and worker safety.
06
Experience Across AMRs & Industrial Robotics
Supporting navigation, automation, pick-and-place, and predictive maintenance models.
06
Enterprise-Grade Data
Protection
Built to secure proprietary designs, factory footage, and robotic sensor data.
Security & Trust
Protected with strict protocols designed for industrial environments.
ISO 27001 Aligned
Global-standard security controls to protect factory, robotics, and inspection datasets.
NDA + Restricted-Access
Only authorized teams can access sensitive production data.
SOC 2 Ready Frameworks
Governance built for enterprise manufacturing audits.
Isolated Environments
Dedicated sandboxes to secure high-risk video, blueprint, and equipment data.
Encrypted Data Transfer(AES-256)
All plant footage, thermal images, and sensor outputs are secured end-to-end.
Continuous Security Monitoring
Real-time oversight to safeguard robotics and industrial datasets.
Our Impact in Manufacturing & Robotics
Boosting production intelligence with proven performance gains.
900K+
inspection frames annotated
250K+
depth & point cloud files labeled
98.9%
accuracy on defect classification
30%
faster delivery
Power Your Factory with Intelligent AI Data
Enhance automation, safety, and precision with expertly annotated manufacturing datasets.
From robotic perception to quality control, Anotag delivers data that accelerates smart manufacturing and
next-generation industrial automation.
About the Industry Focus
Manufacturing and robotics are entering a new era where machine vision, automation, and AI-driven decision-making drive productivity, safety, and operational excellence.
Assembly lines, inspection systems, industrial robots, and autonomous mobile robots (AMRs) now rely on precise labeled data to interpret environments, detect anomalies, and interact safely with humans and equipment.
At Anotag, we provide high-quality annotations for industrial inspection, robotic navigation, quality control, predictive maintenance, and factory automation systems. Our teams label images, video streams, depth data, LiDAR, thermal imagery, and sensor inputs used across modern manufacturing environments.
Whether you’re building vision systems for defect detection, training AMRs for autonomous navigation, or enhancing predictive maintenance models, Anotag ensures your datasets are production-grade and industry-ready.