MedCAT JSC
By MedCAT JSCMedCAT IDUS is an AI-powered platform that reads, extracts, and structures medical and insurance documents intelligently. Combined with MedCAT AI Insurance, it automates claims processing, boosts productivity 5×, detects fraud, and enhances customer experience in health insurance.
- Stage
- In production
- Industries
- Healthcare
- Deployment
- Hybrid
Why it is worth it
Our unique value lies in our end-to-end AI pipeline built on in-house pretrained Vision-Language Models (VLMs) and Large Language Models (LLMs), purpose-built for structuring unstructured documents—without relying on OCR. Unlike generic document automation tools, MedCAT IDUS and MedCAT AI Insurance are: Domain-specific: Trained from scratch on real-world insurance and medical data in local languages (e.g., Vietnamese), enabling unmatched accuracy and contextual understanding. Deeply structured: Extracts 200+ fields per document, compared to ~20 with manual or OCR-based systems, unlocking richer analytics and personalized insurance pricing. OCR-free and layout-aware: Handles scanned, handwritten, or irregular documents with high precision—no need for templates or formatting rules. Production-ready: Optimized with NVIDIA H100 GPUs, TensorRT, and Triton Inference Server for scalable, low-latency deployment. This makes us the first mover in Southeast Asia, offering an LLM+VLM platform tailored for regulated industries with real production performance.
- Our AI solution solves critical pain points for enterprises dealing with high volumes of unstructured documents, especially in regulated industries like insurance, healthcare, and finance:
- Manual Document Processing
- Enterprises waste time and resources on reviewing medical records, forms, and contracts manually. Our AI automates this end-to-end, cutting processing time by 5× and reducing human error.
- Data Fragmentation & Inaccessibility
- Valuable data is locked in scanned PDFs, handwritten forms, and inconsistent formats. Our platform structures and standardizes this data for use in analytics, underwriting, and compliance.
- Fraud, Waste, and Abuse
- In insurance, inaccurate or inflated claims are a major cost. Our AI detects anomalies in medical records and claim patterns, enabling early fraud detection and prevention.
- Scalability Limits
- Many enterprises cannot scale operations without hiring more staff. We provide scalable automation that adapts to growing data volume without increasing overhead.
- Regulatory & Audit Pressure
- Enterprises face strict requirements on traceability and data quality. Our structured outputs improve audit readiness and compliance reporting, especially in healthcare and financial services.
- Limited Strategic Insights from Manual Processing
- With manual workflows, insurers typically extract only ~20 fields per claim. MedCAT AI Insurance unlocks 200+ structured data fields, enabling deeper analytics, personalized pricing, and strategic planning that were previously impossible at scale.
Opening the deck…
Page 1
Best customer profile
- MedCAT IDUS is a foundational AI platform that transforms unstructured documents—such as scanned forms, images, and reports—into clean, structured, and machine-readable data. Powered by in-house Vision-Language Models (VLMs) and Large Language Models (LLMs), IDUS enables organizations across industries (insurance, healthcare, legal, banking, logistics, and public sector) to automate data extraction, classification, and compliance workflows—without relying on traditional OCR. It is domain-agnostic and scalable for both web and mobile applications.
- Built on top of IDUS, MedCAT AI Insurance is a vertical solution for health and life insurers. It automates medical claim assessment, detects anomalies and fraud, and enables personalized pricing through deep clinical reasoning. With native support for multilingual documents and medical code mapping (e.g., ICD-10), it reduces claim processing time by 5×, increases accuracy, and enhances transparency. The system is optimized with NVIDIA H100 hardware and TensorRT/Triton for scalable, real-time deployment.
MedCAT JSC
Vietnam