Integration Partners & Technology Ecosystem
We work within your existing annotation stack. Our teams are trained on the industry's leading platforms and integrate seamlessly through our API-first approach.
We Work Where You Work
Our annotators are certified on the platforms your ML teams already use, eliminating migration risk and accelerating project launches.
Label Studio
Full support for Label Studio's open-source and Enterprise editions. We configure projects, manage taxonomies, and deliver annotations natively within your Label Studio instance.
CVAT
Deep expertise in CVAT for computer vision annotation including video tracking, 3D cuboids, and semantic segmentation. On-premise CVAT deployments supported.
Labelbox
Certified Labelbox workforce partner. We operate within Labelbox Workforce, leveraging its automation features while providing our managed team quality guarantees.
Custom Platforms
Already built your own annotation tool? We train our teams on your custom platform and integrate via API, supporting any proprietary workflow or data schema.
Plug Into Your ML Pipeline
Our RESTful APIs let you push raw data, trigger annotation workflows, monitor progress, and pull finished datasets programmatically. Integrate annotation as a native step in your CI/CD pipeline for ML.
- RESTful API with comprehensive documentation
- Webhook notifications for task completion events
- SDK support for Python, JavaScript, and Go
- Multi-format export: COCO, VOC, YOLO, custom schemas
Deploy Anywhere
We support annotation workflows across all major cloud providers and on-premise environments.
AWS
Native integration with S3, SageMaker, and AWS PrivateLink for secure data transfer and model training workflows.
Azure
Support for Azure Blob Storage, Azure ML, and private endpoint connections for enterprise-grade data isolation.
On-Premise
Full air-gapped deployment for defense, government, and regulated industries. Your data never leaves your infrastructure.
Let's Build Your Integration
Tell us about your current annotation stack and we'll design a seamless integration plan — no migration headaches, no disruption.