Services

Two connected data services.

Delta Evals turns complex human judgment, real-world footage, and raw operational data into training-ready datasets. Most teams start with expert labeling; robotics and computer-vision teams add the video-data pipeline.

Service 01 · Core

Subject-Matter Expert Labeling

For AI labs, eval teams, post-training teams, and benchmark teams that need reliable human judgment, not generic crowd labels.

3–4 experts per item, soft-label distributions
Rationales, confidence, disagreement analysis
Benchmark creation, red-team labeling, calibration (use cases)
JSONL / YAML / QA exports

Explore expert labeling

Service 02

Industrial Video Data & ML-Ready Pipelines

For robotics, embodied AI, and computer-vision teams that need real-world training footage and the engineering to make it usable.

POV / workbench footage from real environments
Filtering, segmentation, event tagging, annotation
Metadata schemas and ML-ready exports
Consent & NDA-default handling

Explore video data

Not sure which service fits?

Tell us the data you need. We'll come back with a scoped pilot plan across labeling, video, or both.

Start a pilot See our quality system