Avey is a deep AI company building the intelligence layer for health through a proprietary medicine-native large language model (LLM) designed to improve patient outcomes at global scale. At its core is the Avey Foundation Architecture, a novel attention-free paradigm that enables effectively unbounded context length while achieving strong performance with significantly lower training data requirements.
Built on this foundation, the Avey LLM is engineered specifically for medicine, unifying clinical reasoning, structured medical coding, pharmacological safety, payer adjudication, and other healthcare capabilities within a single long-context system. Unlike general-purpose models retrofitted for healthcare, the Avey LLM is designed from the ground up to learn, represent, and reason over the complex clinical, scientific, and administrative knowledge that underpins modern medicine, enabling more accurate, reliable, and context-aware outcomes across healthcare workflows.
The Avey LLM is commercialized through a portfolio of healthcare AI products, including the Avey API Platform, which enables software developers, providers, and payers to build healthcare-native AI applications; Avey Chat, a healthcare-specialized conversational assistant for clinicians, administrators, coders, and patients; and the Avey C-Suite, an integrated provider workflow platform that delivers clinical decision support, automated documentation, and medical coding.