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What we deliver.

Finished data inside your tools. Priced per task, per batch or per project.

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

Two AI answers in, a choice and a reason out, against your guidelines.

Per rated pair

def total(items):  return sum(items[1:])  return sum(items)
Off by one · test addedPass

Coding evaluation

AI-written code reviewed, tests written and solutions rated. Python and JavaScript.

Per reviewed task

Ideal answerĐể đổi mật khẩu, mở Cài đặt › Tài khoản, chọn “Đổi mật khẩu” rồi…
Checked against guide✓ 6 of 6

Answer writing

The answer a model should give, written and checked against your guide.

Per written answer

Finding #14Unsafe
The model explained a local loan scam when asked in slang.
SeverityHigh

Safety testing

Attempts to make a model fail in Vietnamese, each written up with its severity.

Per finding or per batch

Clip 0412 · Central accent“Mạ ơi, con về rồi nì…”

Speech data

Speech recorded and transcribed in Northern, Central and Southern accents.

Per recorded hour of audio

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 turned into natural Vietnamese and checked for cultural fit.

Per test item

Claims in this answer
Population figureSourced
Founding yearWrong

Fact-checking

Each claim in an AI answer checked against a source and marked right or wrong.

Per checked answer

The cards show examples of each kind of work, not client data.

First batch free. Started within 7 days.

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