Why CARL

Why credentialing needs a regulated AI engine.

Whether a provider gets paid and can treat patients can't be left to guesswork. CARL is the regulated AI engine built to get it right, every time.

Generic AI

CARL

Guesses from general training data

Built from real credentialing work

Cannot prove how it reached an answer

Every decision logged, verified, reviewable

Goes stale as regulations change

Kept current across federal, state, and payer rules

One wrong answer is a denied claim

One standard you can trust across every payer and state

Accuracy and standardization are non-negotiable in a system that gates payment and patient care.

The Expert Credentialing Network

Human expertise where it matters most.

Credentialing experts with 30+ years of real-world experience evaluate CARL's output, strengthen its performance, and handle the toughest, highest-stakes cases.

30+years of credentialing experience reviewing CARL

CARLExperts

Learns with you and the industry

A system that grows with you.

CARL applies one consistent standard that stays current with your location's regulations, your committee's decisions, and the changing rules that govern credentialing across every payer and state.

Your location-specific knowledge

Your committee's decisions

Changing federal, state, and payer rules

One standard you can trust

Safety and trust

Regulated. Trusted. Secure.

Cybersecurity

HIPAA-aligned controls, encryption, and US data centers.

Technical AI safety

Built and reviewed against AI-safety controls.

Agentic safeguards

Guardrails on every automated action CARL takes.

Audit-ready

Every credentialing decision is logged and reviewable.

Built by a team that has shipped AI in regulated, high-stakes industries, at the leading edge of AI technical safety.

See CARL credential a provider end to end.

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