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The workforce behind better models.

We recruit, test, and employ the people behind your data โ€” annotators, domain experts, and AI trainers from our vetted network, working full-time in your tools and your process. From a single specialist to a team with a lead.

What we label โ€” and collect

Built for AI teams that need humans in the loop โ€” labeling and feedback when you have the data, custom collection when the data doesn't exist yet.

Human feedback & RLHF

Preference ranking, response rating, and reward-model data by annotators trained on your guidelines.

Evaluation & red-teaming

Model output review, error tagging, and structured evals run by teams who work with AI daily.

Custom annotation

Text, image, and document labeling to your spec โ€” with QA layers and inter-annotator agreement tracking.

Document & data extraction

Structured data pulled from contracts, invoices, forms, and messy PDFs โ€” validated field by field.

Search & relevance

Query-result rating, ranking judgments, and intent tagging that make retrieval and search models better.

Multilingual data

Native Spanish and Portuguese annotation and review from our LatAm network โ€” not machine-translated guesses.

Real-world data collection

First-person video of everyday tasks โ€” cleaning, cooking, errands โ€” recorded to spec for robotics and embodied AI teams, with consent and releases handled.

Speech & voice

Scripted and conversational recordings across accents in English, Spanish, and Portuguese โ€” captured, QA'd, and delivered structured.

Domain experts โ€” in English, Spanish & Portuguese

Lawyers, accountants, and finance professionals from our network producing and reviewing expert data โ€” including Spanish-language expert data most providers can't source at all.

Something we haven't listed?

If a human can create it, judge it, or capture it, we can staff it. Describe the dataset โ€” we'll come back with the people, the approach, and a price.

Common questions

Who owns quality?
You do โ€” it's your process and your bar. What we own is who shows up: reliable, English-fluent professionals matched to the work, with a team lead keeping output consistent against your standard.
How is my data kept secure?
Every person is formally employed by us under NDA, works inside the access controls you set, and follows your data-handling policies. Work can run entirely inside your environment so data never leaves your systems.
What tools do they work in?
Whatever your pipeline uses โ€” Label Studio, CVAT, Labelbox, your internal annotation platform, or structured spreadsheets. We adapt to your setup rather than forcing a migration.
Can the team scale up and down with our batches?
Yes. Grow the team for a big training run and scale down between batches โ€” the people stay in our network, so their knowledge of your taxonomy isn't lost when volume dips.
What languages do you cover?
English at professional level across the network, with native Spanish and Portuguese from LatAm โ€” including bilingual domain experts. Other languages are scoped case by case.
How is this priced?
Like every TGTC team: per person, per month, all-in โ€” salary, employment, payroll, compliance, and ongoing training. Bounded collection projects with a fixed dataset can be quoted as a one-time price.

Tell us about your dataset

What you're building, what data you need, and who would have to create it. We'll come back with the people who can โ€” and a monthly price.

Scope a project