Case Study: Top-3 Human Behaviour Surveillance AI Company achieves 97% automated labeling and GDPR-compliant, high-fidelity behavior dataset with Encord

The company built custom label structures with Encord's adaptive ontology & automated workflows with Encord's SDK

Top-3 Human Behaviour Surveillance AI Company faced highly complex annotation tasks that made existing and open-source tools unusable, and GDPR/privacy restrictions barred use of managed services. They engaged Encord, employing Encord’s adaptive ontology, custom label structures and SDK-driven automated workflows to meet both technical and compliance requirements.

Encord implemented custom pose-estimation templates, tracking modules and cloud integration to ensure GDPR-compliant operations while automating annotations. The solution produced a highly sophisticated human behaviour dataset, made in-house labeling practical, and achieved 97% automated labels.