Now vetting: accountants and finance experts
Accountants and finance experts
Chartered accountants, CFA charterholders and finance professionals to evaluate AI answers on accounting, audit, tax and markets.
Talent pools
Now vetting.
Pools of experts we are interviewing and verifying ahead of client projects. Experts: apply to be considered. Companies: request a shortlist from any pool.
Now vetting: Arabic finance experts
Arabic finance experts
Accountants, auditors and Islamic finance specialists to evaluate AI answers on finance in Arabic and English.
Now vetting: Arabic legal experts
Arabic legal experts
Lawyers trained in Arab legal systems (civil law, Sharia-based family law, DIFC/ADGM common law) to judge AI legal reasoning in Arabic.
Now vetting: Arabic linguists
Arabic linguists (MSA and Gulf dialects)
Native Arabic linguists to evaluate AI output in Modern Standard Arabic and Gulf dialects, and to write dialect-specific test data.
Now vetting: Arabic-English translators
Arabic-English translators and evaluators
Professional translators to evaluate machine translation and bilingual AI output between Arabic and English.
Now vetting: Arabic-speaking physicians
Arabic-speaking physicians
Licensed physicians who practise in Arabic to evaluate AI clinical answers in Arabic and English, on synthetic or de-identified cases.
Now vetting: Gulf-dialect evaluators
Gulf-dialect evaluators (Khaleeji, Najdi, Hijazi)
Native speakers of Gulf Arabic dialects to rate AI conversations for naturalness, accuracy and cultural fit.
Now vetting: lawyers
Lawyers and legal experts
Qualified lawyers to judge AI legal reasoning in their jurisdiction, write rubrics and red-team legal answers.
Now vetting: Pashto linguists
Pashto linguists
Native Pashto speakers to evaluate and write AI training data in Pashto.
Now vetting: Persian linguists
Persian (Farsi / Dari) linguists
Native Persian speakers to evaluate and write AI training data in Persian.
Now vetting: pharmacists
Pharmacists
Pharmacists to review AI answers on drugs, dosing and interactions, and to write hard test questions.
Now vetting: physicians
Physicians (English, Arabic or Urdu)
We are interviewing licensed physicians to evaluate and improve AI answers on clinical reasoning, using synthetic or de-identified cases.
Now vetting: Punjabi (Shahmukhi) linguists
Punjabi (Shahmukhi) linguists
Native Punjabi speakers who read and write Shahmukhi to evaluate and write AI training data.
Now vetting: Sindhi linguists
Sindhi linguists
Native Sindhi speakers to evaluate and write AI training data in Sindhi.
Now vetting: software engineers
Software engineers
Engineers to review AI-written code, design agentic coding tasks and grade solutions against tests.
Now vetting: STEM PhDs
STEM PhDs (maths, physics, chemistry, biology)
PhD holders and Olympiad medalists to write and verify hard reasoning problems and judge model solutions.
Now vetting: Urdu linguists and Nastaliq transcribers
Urdu linguists and Nastaliq transcribers
Urdu experts to evaluate AI answers in Urdu, transcribe Nastaliq text and audio, and review Urdu-English code-switching.