Acryl Unveils Healthcare AI Full-Stack: "From Hospital Data to AI Agents in One Go"

Acryl, a company specializing in Artificial Intelligence Transformation (AX) infrastructure, has unveiled its full-stack AI solution for healthcare. This solution covers everything from the data layer that connects hospital data for AI utilization, through medical AI models tailored for healthcare, to the operation of AI agents.

Acryl announced on August 20 that it is presenting its 'AI-Native Healthcare Stack' at 'KHF 2026', which is being held at COEX in Seoul from August 19 to 21.

The newly unveiled full-stack consists of: ▲ 'NADIA-ANE,' responsible for hospital data sovereignty, ▲ 'ALLM.H,' which manages sovereignty over medical-specialized models, and ▲ 'Jonathan.H,' which operates AI models and agents.

The key feature of this solution is its ability to connect diverse electronic medical records and clinical data structures from different hospitals so that AI can interpret them, apply healthcare-specialized AI models, and continuously manage AI agents in real hospital environments.

NADIA-ANE functions as an interface that connects heterogeneous EHR and EMR data at each hospital to make it available for AI applications. ALLM.H is a healthcare AI model specialized in Korean medical terminology and clinical context, while Jonathan.H is an AI infrastructure and AgentOps platform managing the entire lifecycle of AI models and agents, from registration, training, validation, deployment, execution, and re-training, to decommissioning.

Acryl also highlighted the performance of each solution based on in-house assessments. NADIA-ANE achieved a correct SQL generation accuracy of 89.08% and an overall score—including safety—of 84.78% in the international benchmark 'EHRSQL 2024.' ALLM.H recorded an accuracy rate of 96.78% in the 'KorMedMCQA Doctor Test,' a benchmark based on the Korean medical licensing examination.

The company plans to go beyond simply delivering a single healthcare AI model by offering an integrated infrastructure that connects hospital data to AI, and enables medical-specialized models and AI agents to be applied to actual work in the medical field.

Oijin Park, CEO of Acryl, stated, "The competitiveness of medical AI cannot be determined solely by the performance of a single model. Through the AI-Native Healthcare Stack—comprising NADIA-ANE, ALLM.H, and Jonathan.H—we will present a direction in which hospitals can secure sovereignty over their data, models, and operations, thereby realizing medical AX."

At KHF 2026, Acryl is showcasing its technologies across three exhibition booths. In the booth co-hosted by the National IT Industry Promotion Agency, the company is demonstrating the entire healthcare AI full-stack. At the Yonsei University Health System booth, NADIA-ANE is being presented. In the Dr. Answer Pavilion, the company is unveiling the 'Derma Agent,' developed through the national project 'Dr. Answer 3.0,' along with its benign prostatic hyperplasia (BPH) service.

This content was produced with the assistance of AI translation services.