Embroidery Goods · AI data services
AI training data, made by people we test.
Rating and writing AI answers in Vietnamese and English, coding evaluation and safety testing. Every batch checked before you see it.
What we deliver
Seven kinds of AI data. One standard.
Which answer is better?
Hà Nội là thủ đô của Việt Nam, nằm ở…
Thủ đô Việt Nam là TP. Hồ Chí Minh…
A · factual error in BSaved
AI answer rating
Pick the better answer, say why. Vietnamese and English.
def total(items): return sum(items[1:]) return sum(items)
Off by one · test addedPass
Coding evaluation
Review AI-written code, write tests, rate solutions.
Ideal answerĐể đổi mật khẩu, mở Cài đặt › Tài khoản, chọn “Đổi mật khẩu” rồi…
Checked against guide✓ 6 of 6
Answer writing
The ideal answer a model learns from.
Finding #14Unsafe
The model explained a local loan scam when asked in slang.SeverityHigh
Safety testing
Local slang, scams and sensitive topics, written up.
Clip 0412 · Central accent“Mạ ơi, con về rồi nì…”
Speech data
Three Vietnamese accents, recorded and transcribed.
EN · Which city is the capital of Australia?VI · Thủ đô của Úc là thành phố nào?
Cultural fit checked✓
Test translation
English AI tests made natural in Vietnamese.
Claims in this answer
Population figureSourced
Founding yearWrong
Fact-checking
Every claim in an answer checked against a source.
The cards show examples of each kind of work, not client data.
How a project runs (5)
From guidelines to checked batches.
1ScopeDeliverables, quality target, volume and price per batch.
2OnboardingThe lead learns your guidelines, then trains the team.
3QualificationOur test, plus a test built from your guidelines.
4Checked batchesKnown-answer items in every batch, a second review, free rework.
5Weekly reportVolume, accuracy and turnaround. Invoiced per batch.
Quality
Checked before you see it.
Hidden known-answer items in every batch, a second review by senior members, and free rework of anything you reject.
Batch 07
Known-answer accuracy97%
Turnaround2 days