CQF Clinical Reasoning on FHIR for Java
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Updated
May 20, 2026 - Java
CQF Clinical Reasoning on FHIR for Java
Χ-Bench: Can AI Agents Automate End-to-End, Long-Horizon, Policy-Rich Healthcare Workflows?
HIPAA compliant SaaS platform for Claims Processing, CMS 057-F CMS Regulatory FHIR APIs, EDI integration platform for healthcare payers. Process X12 transactions (270/275/277/278/837), FHIR R4 APIs, and CMS-0057-F compliance. Deploy on Azure, AWS (EKS), GCP (GKE), Digital Ocean (DOKS), Kubernetes.
AI governance audit system for healthcare decision models. Evaluates fairness (DPD/EOD), calibration, and robustness with NIST AI RMF-aligned reporting.
Production-grade Healthcare Prior Authorization framework featuring AI-driven OCR pipelines, HIPAA-compliant architecture, and secure JWT authentication.
FHIR-native prior authorization agent - turns a 5-day PA workflow into a 30-second automated clinical letter.
Provider-side oncology prior-authorization copilot · 7-agent LangGraph DAG · AWS Bedrock + Claude Sonnet 4.6 · CMS-0057-F native
Healthcare prior authorization automation with LLM structured extraction, validation, form filling, and evaluation workflow.
Autonomous Prior Authorization Agent built on Google ADK and Gemini 2.5 Flash. Implements Da Vinci CRD + DTR + PAS against a live FHIR R4 store. Full pipeline.
Evaluation framework for healthcare AI agents - benchmarking billing, triage, documentation, prior auth, and clinical reasoning workflows
Multi-agent AI platform that automates healthcare prior-authorization decisions. RAG-grounded, harness-engineered, observability-first.
Simulated prior auth readiness handoff agent built with LangGraph, mock cases, deterministic rules, workflow traces, and HITL review.
ML Model for Predicting Auto-Approvals of Prior Authorization Requests
AI-powered prior authorization document generator. Built by physicians, for physicians.
Synthetic benchmark dataset for evaluating LLM reasoning in prior authorization review for rheumatoid arthritis biologic therapy.
Synthetic healthcare RAG reviewer demo for prior authorization support with policy retrieval, grounded summaries, citations, PHI-style redaction, audit metadata, and human review.
EpochPA Intake System is a lightweight FastAPI-based MVP for streamlining prior authorization submissions, eligibility checks, and intake tracking for healthcare providers. Built for speed, scalability, and simplicity in mind. MVP version — not final production code.
AI agent for Texas Medicaid prior authorization workflows — retrieval-backed policy guidance built by a nurse who's lived the pain.
AI-powered prior authorization for healthcare. Agents Assemble Hackathon 2026.
Model Context Protocol server for Claude. Live payer intelligence, denial detection, and claim risk scoring across healthcare specialties.
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