From pre-labeling to audit-ready exports, waterfront-tech helps you build datasets you can trust.
Start from predictions to reduce manual work and speed up delivery.
Trained reviewers correct edge cases and ensure labeling guidelines are followed.
Sampling, consensus, and escalation for hard examples.
COCO, YOLO, Pascal VOC, JSONL, CSV, and custom schemas.
Access controls, audit logs, and secure storage patterns (CloudFront + OAC).
Batch-level accuracy metrics, turnaround stats, and QA summaries.
We help structure label taxonomies and edge-case decisions.
Work is distributed to trained labelers with AI assistance.
Audits and sampling ensure the final dataset matches spec.
Exports validated and delivered with documentation and changelogs.
