CQF Clinical Reasoning on FHIR for Java
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Updated
Jun 4, 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.
Multi-agent AI platform that automates healthcare prior-authorization decisions. RAG-grounded, harness-engineered, observability-first.
Provider-side oncology prior-authorization copilot · 7-agent LangGraph DAG · AWS Bedrock + Claude Sonnet 4.6 · CMS-0057-F native
FHIR-native prior authorization agent - turns a 5-day PA workflow into a 30-second automated clinical letter.
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.
Smile Digital Health (smile-cdr) — commercial FHIR-native clinical data repository and creators of HAPI FHIR
Simulated prior auth readiness handoff agent built with LangGraph, mock cases, deterministic rules, workflow traces, and HITL review.
Atomic medical clinic AI workflow skills for EHR-integrated healthcare administration automation, SMART on FHIR planning, patient intake, prior auth, referrals, scheduling, chart prep, and human-in-the-loop clinic operations.
Evaluation framework for healthcare AI agents - benchmarking billing, triage, documentation, prior auth, and clinical reasoning workflows
Olive AI — healthcare automation platform (wound down 2024)
Payer-side agentic prior authorization decisioning prototype, in-process LangGraph.js StateGraph, LLM-agnostic (Anthropic/Bedrock), AWS CDK. Synthetic data only, no PHI.
AI Medical Clinic: agentic medical office workflow automation API with EHR/FHIR utilities, OpenAI-compatible integration, human review, audit logs, patient intake, prior authorization, referrals, and clinic admin modules.
MongoDB Atlas + Voyage AI demo: hybrid vector/lexical search and template-driven rationale for healthcare prior authorization
ML Model for Predicting Auto-Approvals of Prior Authorization Requests
AI agent for Texas Medicaid prior authorization workflows — retrieval-backed policy guidance built by a nurse who's lived the pain.
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