High‑integrity data and evaluation

Cleaner data in. Better models out.

What we do

Golden Bay Collective designs and maintains high-quality, rights‑clean datasets (corpora) and living evaluation suites. Our teams of humans work with companies big and small to build powerful and trusted training content so our clients can ship with confidence and show their work.

Corpus studio

Got a model in mind? We have high-integrity training sets, or we’ll make one with rights-clean, de-duplicated data curated and annotated by human professionals.

Evaluation Lab

Our tests turn raw data into shippable insights with expert human labeling, annotation, and classification.

Maintain & Refresh

Our regular updates keep your data current and your results steady, with simple notes on what changed.

Who we’ve worked with

Get in touch

Drop a note to discuss projects, partnerships, and quotes. We’ll get back to you shortly.