REST API
Full programmatic control of projects, tasks and exports.
Fits the pipeline you already have
Workflow and Integrations
Configurable stages, APIs and cloud connectors so labelled data lands where your training runs.
No New Island
A labelling tool that needs a manual export step becomes a manual export step forever. Integration is designed in: data arrives from your storage and delivered labels land back in it, on a schedule you set.
What Is Included
Webhooks
Events pushed to your systems as they happen.
Cloud storage connectors
S3, GCS and Azure Blob, read and write.
ML platform hooks
Delivery into training and registry pipelines.
Custom workflow stages
Model your own review and approval process.
Scheduled sync
Automatic ingestion and delivery on a cadence.
How We Work
- Your storage, your keys We read and write into your buckets under credentials you control and can revoke.
- Idempotent operations A retried delivery does not duplicate anything.
- Schema validation Exports are validated against your schema before they are sent.
- Backwards compatibility API changes are versioned, and old versions keep working.
The Controls Behind It
- Scoped credentials Integration access is least-privilege by default.
- Delivery receipts Every export is logged with a checksum.
- Failure alerting A failed sync raises an alert rather than waiting to be noticed.
- Replay Any delivery can be re-run from the record.
Ready When You Are
Tell us what you are building and we will come back with a plan, a sample and a price.