IT & software
AI training, data & annotation
Teams that prepare the data and human feedback AI models learn from, and test whether the models are safe and accurate.
Includes: Data labelling and annotation companies, Human feedback (RLHF) and model evaluation teams, Speech and language data providers, Synthetic data and fine-tuning specialists.
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Verified first (verification comes with the Pro plan), then the most work confirmed on Few Found.
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Need AI training, data & annotation?
Describe your project once and get quotes from providers who fit. Free, no commitment.
Get quotesHiring guideWhen you need one, what to ask before you hire, and the evidence a good provider can show.
When you need one
- You are building or fine-tuning a model and need labelled or collected data
- You need people to review and rank model answers
- You need a safety or accuracy test before launch
Questions to ask before you hire
- • How do you measure and guarantee label accuracy?
- • Who are the workers, how are they paid, and where do they sit?
- • Where is our data stored, who can open it, and how is it deleted?
- • Can we run a small paid pilot before committing?
Evidence a good provider can show
Few Found Verification looks for the same kinds of evidence.
- • Your official business details (registration number, GST, or the equivalent abroad)
- • Who is behind the business: the people in charge and their LinkedIn profiles
- • One client reference we can contact
- • A measured accuracy report from a past project (client names optional)
- • Your data-protection and security documents
- • Your worker pay and conditions policy
- • A sample guideline or quality-assurance workflow