Professional Coverage

What we cover. Where we cover it. Updated weekly.

8 min read

Why this page exists.

Every AI lab tells you their model "knows" your field. None of them tell you exactly which professions they cover, at what depth, or where the boundaries are.

This page is our public commitment: 124 professions, 29 countries, every detail transparent. Updated weekly.


Three zones. One commitment.

Zone A — Maximum depth. Continuous expansion.

Expert-verified reasoning units generated daily. Active expert recruitment. When enough units are verified, the domain goes live for consumers.

Zone B — Active coverage. Growing with demand.

Initial coverage across all launch countries. As experts join and verify units, coverage deepens. Strong engagement promotes professions to Zone A.

Zone C — Foundation coverage.

Foundational coverage that benefits from shared reasoning patterns across the platform. Deepens as the overall platform matures.


Zone A — 54 professions. Deepened daily.

Tax & Fiscal: Tax Law & Advisory, VAT / Indirect Tax / GST, International Tax & Transfer Pricing, Payroll Tax & Social Contributions

Accounting & Audit: Financial Accounting, Statutory Auditing, Internal Auditing

Law: Labor & Employment Law, Family Law, Criminal Law & Procedure, Immigration Law, Real Estate & Property Law, Consumer Protection Law, Insolvency & Bankruptcy Law

Compliance & Regulatory: Regulatory & Business Compliance, Customs & Trade Compliance, Data Protection & Privacy (GDPR), Anti-Money Laundering / KYC, Food Safety Regulation, Occupational Safety & Health, Environmental Compliance & ESG

Insurance & Pensions: Insurance Regulation & Products, Pension & Social Security, Actuarial Science

Engineering Codes: Structural Engineering, Electrical Engineering, Civil Engineering, Fire Safety & Code Compliance, Building Inspection & Code Review

Pharmacy & Drug Safety: Pharmacology & Drug Interactions, Drug Formulary & Availability, Pharmacovigilance & Adverse Events

Clinical Medicine: Cardiology, Emergency Medicine, Anesthesiology, Critical Care & ICU, Infectious Disease, Diabetes & Endocrinology

Built Environment: Quantity Surveying & Cost Estimation

HR: Payroll Administration

Education: Special Education Law & Compliance, Teacher Certification & Licensing, Early Childhood Education Regulation

Finance: Islamic Finance & Shariah Compliance


Zone B — ~57 professions. Growing with you.

Legal: Corporate Law, IP & Patent Law, Contract Law, Commercial Law, Environmental Law, Construction Law, Maritime Law, Notarial Practice, Administrative Law

Medicine: Family Medicine, Pediatrics, Oncology, Psychiatry, Nephrology, Pulmonology, Gastroenterology, Radiology, Orthopedics, OB-GYN, Dermatology, Ophthalmology, Neurology

Nursing & Midwifery: Nursing Practice, Midwifery

Finance: Financial Advisory, Banking Compliance, Mortgage & Lending, Credit Risk, Forensic Accounting

Built Environment: Architecture, Urban Planning, Real Estate, Facility Management

Agriculture: Agricultural Compliance, Pesticide Regulation, Veterinary Medicine

Social Services: Social Work, Public Health, Occupational Health, Clinical Psychology

Education: Curriculum Standards, School Administration, Vocational Education, EdTech & Student Data, ESL & Multilingual Education

Government: Public Procurement & Contracting

Healthcare: Dentistry, Physiotherapy

Engineering: Environmental Engineering, Cybersecurity

HR: HR Compliance, Employee Benefits


Zone C — ~30 professions. Foundation coverage.

Clinical Specialties: General Surgery, Trauma Surgery, Neurosurgery, Cardiac Surgery, Plastic Surgery, Palliative Care, Sports Medicine, Pain Management, Allergy & Immunology, Pathology

Engineering: Chemical, Biomedical, Mining, Geotechnical, Energy Systems

Sciences: Biostatistics, Clinical Trial Regulation, Laboratory Medicine, Genetics

Other: Investment Banking, Private Equity, Nutrition, Psychology, Higher Education Accreditation, School Counseling, Patent Prosecution, Veterinary Pharmacology, Maritime Compliance


29 countries. 50 planned.

We generate jurisdiction-specific reasoning units for every country. Indian tax AI is built by Indian tax consultants. Brazilian family law AI is built by Brazilian lawyers. This is not one model translated — it is many models, each built by local experts.

Wave 1 — Live. 12 countries. ~46% of world population. United States, United Kingdom, India, Brazil, Germany, Czech Republic, Mexico, Nigeria, Indonesia, Egypt, Australia, Canada

Wave 2 — Expanding. +8 countries. ~60%. France, Japan, South Korea, Poland, Turkey, South Africa, Philippines, Kenya

Wave 3 — Global. +9 countries. ~71%. Saudi Arabia, UAE, Pakistan, Thailand, Vietnam, Colombia, Argentina, Ukraine, Bangladesh

Wave 4 — Planned. +~20 countries. ~83.5%.

Every wave uses the same architecture. A new country forks existing reasoning structures by changing parameters — each new country costs a fraction of the first.


The numbers. Updated weekly.

MetricCurrent
Professions124
Countries29
Zone A professions54 (deepened daily)
Reasoning units32,000+
Unit types5 (programs, frameworks, patterns, arguments, protocols)

This page is updated weekly. Last update: April 6, 2026.

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