Kernel is an autonomous revenue cycle management platform from Milo Labs, built to help medical providers collect revenue, beginning with dentistry. It addresses the administrative work involved in navigating insurer systems, where claims may be delayed or denied and require additional documentation or appeals. Kernel handles key tasks across the revenue cycle, including verifying patient eligibility, reviewing claim status, working claims, and preparing and filing appeals.

The platform is designed to operate across payer portals and connect with the practice systems clinics already use. Where available, it transacts through clearinghouse connections; where they are not, it works directly through payer portals. Kernel’s approach is intended to automate repetitive back-office processes and help providers respond to claim issues more efficiently.

The company describes its product as an end-to-end engine for managing verification, claims, denials, and appeals. Kernel lists 25 integrations and invites practices to book a working session to assess its performance with their own payer mix and workflows.