IntelligentMedicalClaims Processing
Transform the medical claims lifecycle with AI-powered OCR extraction, automated adjudication, fraud detection, and a 24/7 claims assistant — reducing processing time from weeks to days.
See MediClaim AI in Action
Explore the claims processing platform — document extraction, AI adjudication, and an intelligent claims assistant.
How It Works — Technical Architecture
A 6-stage AI pipeline purpose-built for healthcare claims. From document ingestion to status management — every stage combines vision AI, LLMs, and human oversight.
Document Ingestion
Staff uploads medical documents via drag-and-drop — hospital bills, claim forms, receipts, discharge summaries, lab reports.
Supports PDF, JPG, PNG formats. Multi-page PDFs rendered at 200 DPI via PyMuPDF. Each page base64-encoded and sent to vision AI model. Drag-and-drop interface with file validation.
Vision AI Extraction
State-of-the-art vision language model reads every line of text and extracts structured fields — patient info, diagnosis, ICD-10 codes, billing details.
ByteDance Seed 2.0 Lite vision model for context-aware OCR. Extracts: patient name, ID, provider, physician, date, diagnosis, ICD-10 code, procedure, CPT code, amount, currency. <10s extraction time, 95%+ field accuracy.
Intelligent Adjudication
Comprehensive streaming AI analysis: coverage check, documentation review, code verification, amount assessment, and fraud risk scoring.
Streaming analysis via Server-Sent Events (SSE) — reviewers see results in real-time, section by section. Coverage analysis against regional insurance plans. ICD-10/CPT code cross-referencing. Amount outlier detection. AI-generated fraud risk level (Low/Medium/High).
AI Claims Assistant
Natural language chatbot for claims inquiries — billing code lookup, coverage questions, process guidance, and status updates.
Streaming responses via SSE for natural typing feel. Pre-built suggested questions for quick start. Answers claims processes, explains ICD-10/CPT codes in plain language, guides required documentation. RAG retrieval over policy and procedure knowledge base.
Decision Support
Advisory recommendations: Approve, Deny, or Request More Information — with detailed reasoning. Humans always make the final call.
AI adjudication is advisory only. Provides structured recommendation with confidence score and reasoning. Human staff use dedicated action buttons (Approve / Deny / Under Review) for final decision. Ensures regulatory compliance and clinical accountability.
Status Management
Full claim lifecycle tracking: Pending, Under Review, Approved, or Denied. Action buttons on every claim card with real-time dashboard.
Claim status lifecycle with audit trail. Real-time dashboard: total claims, pending reviews, approval rates, total amounts. Status changes reflected instantly across claims list and dashboard. CloudWatch logging for compliance audit trails.
Built for Healthcare Stakeholders
Real results from MediClaim AI deployments across Southeast Asian healthcare systems.
Regional Hospital Network
HealthcareA network of 5 hospitals across Southeast Asia deployed MediClaim AI to automate claims processing, reducing cycle times from weeks to days with AI-powered OCR, adjudication, and fraud detection.
Hospitals & Clinics
Faster reimbursement cycles, reduced admin burden, AI-verified billing codes.
Insurance Companies
Automated initial claim review, enhanced fraud detection, consistent analysis.
Third-Party Administrators
Scale claim volume processing without proportionally scaling staff.
Healthcare Networks
Standardized claim processing across multiple facilities and providers.
Measurable Returns for Healthcare
Real metrics from MediClaim AI deployments across Southeast Asian healthcare systems.
Claim cycle reduced from 30+ days to 1-3 days with AI-powered OCR extraction and automated adjudication.
AI-verified ICD-10 and CPT codes reduce coding errors — the #1 cause of claim denials.
AI handles data extraction, code verification, and initial review — staff focus only on final decisions and exceptions.
Lower operational costs through automated OCR, reduced manual data entry, and faster claim resolution.
Vision AI reads and extracts structured data from scanned documents in under 10 seconds per page.
Context-aware vision model understands document semantics — not just template matching.
See Before vs After Comparison
Transform Your Claims Processing
See how MediClaim AI can reduce your claim cycle from 30+ days to 1-3 days. Book a personalized demo.