What data annotation services do you offer?

We provide image annotation, video annotation, text and NLP labeling, 3D LiDAR cuboids, audio transcription, semantic segmentation, and keypoint datasets — all with human-in-the-loop quality assurance for production AI.

Who needs a data labeling company?

Machine learning teams building computer vision, autonomous vehicles, retail analytics, healthcare AI, security systems, or NLP products partner with us when they need scalable, accurate training data instead of in-house labeling bottlenecks.

How do you ensure annotation quality?

Every project uses written guidelines, consensus review, inter-annotator agreement checks, and multi-tier QA — targeting 99.5% accuracy for safety-critical and enterprise computer vision workloads.

Do you support GDPR and enterprise security?

Yes. We offer encrypted data pipelines, access controls, and GDPR-ready handling for EU and global enterprise customers shipping production ML models.

What industries do you annotate data for?

Retail, automotive and AV, healthcare, agriculture, sports analytics, security and surveillance, livestock monitoring, and worker safety — with domain-trained annotator pools.

What security footage can you annotate?

CCTV, IP cameras, and body-worn clips for person detection, zone intrusion, and activity recognition.

How do you reduce false positives in labels?

Multi-pass QA, consensus on ambiguous frames, and guidelines tuned to your alert thresholds.

← All industries

Use case

CCTV AI datasets for threat detection and monitoring

Security AI systems detect intrusions, loitering, PPE violations, and vehicle events across thousands of camera feeds. We label with privacy-aware guidelines and high recall targets.

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Industry challenges

!Low-resolution night footage
!False positive control for alert systems
!Restricted zone polygon complexity

How we help

Person, vehicle, and zone polygon labels
Behavior and event tagging on clips
24/7 labeling ops for continuous ingest

Annotation types

Bounding boxesZonesVideo eventsRe-ID tracks

Security & Surveillance data annotation services

Enterprise security AI monitors thousands of cameras for intrusions, loitering, PPE violations, and vehicle events. Models fail without diverse, accurately labeled footage from real deployments.

We annotate persons, vehicles, zones, and behaviors with privacy-aware guidelines and high-recall targets suitable for alert systems.

Scale security video annotation without sacrificing precision — our 24/7 ops match continuous camera ingest.

Key benefits

✓Person and vehicle detection at scale
✓Restricted zone polygons
✓Event and behavior tags on clips
✓Night and low-resolution footage expertise

Best practices for security & surveillance labeling

Define alert-triggering classes clearly
Balance recall and precision in QA sampling
Document false-positive review criteria

Frequently asked questions

What security footage can you annotate?: CCTV, IP cameras, and body-worn clips for person detection, zone intrusion, and activity recognition.
How do you reduce false positives in labels?: Multi-pass QA, consensus on ambiguous frames, and guidelines tuned to your alert thresholds.