Depth in every domain.
Regulated, high-stakes knowledge from people licensed to practice it.
Legal
4,210 expertsAttorneys, paralegals, compliance
Contract review evals, case-law reasoning, jurisdiction-specific red-teaming.
Insurance
1,980 expertsAdjusters, underwriters, actuaries
Claims triage, coverage interpretation, fraud-signal labeling.
Cybersecurity
2,640 expertsPentesters, SOC analysts, CISOs
Exploit reasoning, IR playbooks, adversarial agent testing.
Finance
5,120 expertsCPAs, CFAs, analysts, auditors
Valuation reasoning, audit procedures, regulatory Q&A.
Engineering
6,890 expertsPEs, software, mechanical, civil
Derivations, code review, design-spec compliance.
Healthcare
3,770 expertsMDs, RNs, pharmacists, coders
Differential diagnosis, clinical coding, safety evals.
Skilled Trades
1,450 expertsElectricians, HVAC, plumbers
Code-compliant procedures, diagnostics, workflow demonstrations.
Generalists can't grade experts.
Frontier models now fail in ways only practitioners notice — a misapplied statute, an unsafe dosage, an exploitable config.
- Credential-gated routing per task
- Jurisdiction and specialty matching
- Rubrics co-designed with practitioners
What teams build with us.
Benchmark domain accuracy before launch.
Expert-ranked comparisons for fine-tuning.
Find regulated-domain failures early.
Demonstrations of real professional procedures.
Adjudicated gold data for continuous evals.
Expert sign-off for high-risk outputs.