GenerativeAI Framework Flow Architecture
GenerativeAI Framework ORCHESTRATOR
Master Controller
📅
PRE-VISIT WORKFLOW
Scheduling Agent
Optimizes appointment slots
@optimization_engine
No-Show Predictor
ML-based risk assessment
@xgboost_model
Prior Auth Agent
Automated submissions
@rules_engine
🏥
VISIT PROCESSING
PARALLEL EXECUTION
Patient Registration
Demographics validation
@nlp_validation
Insurance Verification
Real-time eligibility
@async_api
Medical Coding
ICD-10/CPT automation
@bert_transformer
Charge Capture
Revenue optimization
@real_time_monitor
💰
POST-VISIT REVENUE CYCLE
Claims Submission
EDI 837 generation
@queue_processor
Denial Management
AI-powered appeals
@reinforcement_learning
Payment Posting
Auto-reconciliation
@ocr_engine
A/R Follow-up
Aging management
@priority_algorithm
📊
SUPPORT & ANALYTICS
Analytics Engine
KPI monitoring
@time_series_ml
Compliance Monitor
HIPAA enforcement
@audit_trail
Patient Portal
Self-service AI
@chatbot_nlp
Quality Auditor
Continuous improvement
@statistical_sampler
⚡
REAL-TIME PERFORMANCE METRICS
98.5%
Automation Rate
1,247
Claims/Hour
<100ms
Avg Latency
0.3%
Error Rate
$2.4M
Monthly Savings
4.8/5.0
Patient Satisfaction
SPECIALIZED SERVICES
Referral Management
@network_validator
Contract Optimization
@negotiation_ai
Credentialing Agent
@auto_verification
Patient Collections
@empathetic_ai