Built by a team that ships AI where mistakes aren't an option.
CareLumi was built by a technical team with decades of experience building and selling AI and machine learning into the most heavily regulated industries, including immigration, international trade, finance, and defense.
That work was done at the leading edge of AI technical safety, where a wrong answer has real consequences.
The same discipline, now applied to healthcare.
CARL sits at the gate of whether a provider can get paid and treat patients. That is exactly the kind of high-stakes, heavily regulated decision we have built for before.
Navigate dense, ever-changing regulation
Credentialing spans thousands of federal, state, and payer rules that change constantly. We have spent careers building systems that keep up.
Standardize across fragmented systems
Regulated industries demand one consistent standard across systems that rarely agree. CARL brings that discipline to credentialing.
Produce decisions that hold up to audit
Every decision is logged and reviewable, the same bar we met in finance and defense, now applied to healthcare.
See the engine run on your providers.




