About Trainset Partners

Trainset Partners handles buyer-side sourcing inquiries. Contact us at hello@trainsetpartners.com.

What we do for AI teams

We locate and qualify licensed training data that matches model requirements. Our checklist includes:

Modality (speech, audio, video, text)
Language and dialect (including Hebrew and Arabic)
Rights for training versus retrieval
Scale and refresh cadence
Quality and domain relevance

All data comes with documented rights. We do not host a public catalog.

How we work

Brief submission – You describe the data need at /source-data/. No source files are required.
Requirement mapping – We translate model specifications into data attributes.
Source identification – We search for datasets that meet the checklist.
Rights verification – We obtain and review licensing documents.
Delivery of qualified options – You receive a concise report with vetted sources and cost estimates.

We keep all communications confidential. No data is shared without your written approval.

Our focus areas

Speech and audio data – Hebrew, Arabic, and niche dialects. See /specifications/speech-and-audio-data/.
Video training data – Annotated video clips for multimodal models. See /specifications/video-training-data/.
Domain‑specific text data – Legal, medical, technical, and other specialist corpora. See /specifications/domain-specific-text-data/.

We also produce insights on emerging data trends. Visit /guides/ for recent articles.

What we will not do

We do not scrape third‑party websites or collect material without documented rights.
We do not sell personal data unless a lawful basis for the specific AI use is established.
We do not provide data that lacks a clear licensing path for training or retrieval.
We do not issue fake appraisals or guarantee outcomes beyond the data qualification process.

Next steps

If you need licensed data that meets precise AI requirements, start with a brief. Our team will assess the request and return a qualified data shortlist.

Send a data request.

Questions & answers

How do you verify data rights?

We request documentation from the data owner and cross‑check it against the intended use.

What modalities do you cover?

Speech, audio, video, and domain‑specific text.

Do you work with languages beyond English?

Yes, we specialize in Hebrew, Arabic and regional dialects.

Is there a minimum dataset size?

We assess each request; there is no fixed minimum.