Operation Type: {{ $json.output?.operationType }}
\nPatient ID: {{ $json.ehrData?.patientId }}
\nReadiness Status: {{ $json.output?.readinessStatus }}
\n\n{{ $json.output?.escalationReason }}
\n\nExecution ID: {{ $execution.id }}
\nTimestamp: {{ $now.toISO() }}
\nSystems Validated: EHR, Nursing, Pharmacy, Case Management
\n\nThis automated alert was generated by the Healthcare Operations Orchestration Agent. Immediate clinical review is required.
","options":{},"subject":"=Healthcare Operations Exception - {{ $json.output?.operationType }} - Patient {{ $json.ehrData?.patientId }}","toEmail":"={{ $('Workflow Configuration').first().json.escalationEmail }}","fromEmail":"={{ $('Workflow Configuration').first().json.complianceOfficerEmail }}"},"typeVersion":2.1},{"id":"e0c770aa-12bc-41ed-91f1-c86c164a9e87","name":"Merge Workflow Paths","type":"n8n-nodes-base.merge","position":[3264,176],"parameters":{"numberInputs":3},"typeVersion":3.2},{"id":"5e621963-dec1-4bf7-bf0c-7abcf93b3ada","name":"Log Audit Trail","type":"n8n-nodes-base.httpRequest","position":[3488,192],"parameters":{"url":"={{ $('Workflow Configuration').first().json.auditLogUrl }}","method":"POST","options":{},"jsonBody":"={{ { eventType: 'healthcare_operations_orchestration', operationType: $json.output?.operationType, patientId: $json.ehrData?.patientId, readinessStatus: $json.output?.readinessStatus, workflowActions: $json.output?.workflowActions, requiresHumanReview: $json.output?.requiresHumanReview, escalationReason: $json.output?.escalationReason, complianceFlags: $json.output?.complianceFlags, executionId: $execution.id, timestamp: $now.toISO(), systemsValidated: ['EHR', 'Nursing', 'Pharmacy', 'CaseManagement'], dataMinimization: true, hipaaCompliant: true } }}","sendBody":true,"sendHeaders":true,"specifyBody":"json","headerParameters":{"parameters":[{"name":"Authorization","value":"<__PLACEHOLDER_VALUE__Audit System API Token__>"},{"name":"Content-Type","value":"application/json"}]}},"typeVersion":4.3},{"id":"d529918d-85e0-4276-bea7-90ff7637c7ed","name":"Format Compliance Report","type":"n8n-nodes-base.set","position":[3712,192],"parameters":{"options":{},"assignments":{"assignments":[{"id":"id-1","name":"complianceReport","type":"object","value":"={{ { executionId: $execution.id, timestamp: $now.toISO(), operationType: $json.output?.operationType, patientId: $json.ehrData?.patientId, readinessStatus: $json.output?.readinessStatus, humanReviewRequired: $json.output?.requiresHumanReview, complianceFlags: $json.output?.complianceFlags, auditLogged: true, dataMinimizationEnforced: true, leastPrivilegeAccess: true, hipaaCompliant: true } }}"},{"id":"id-2","name":"workflowSummary","type":"object","value":"={{ { totalActions: $json.output?.workflowActions?.length || 0, blockers: $json.output?.blockers?.length || 0, systemsValidated: 4, escalated: $json.output?.requiresHumanReview || false } }}"}]},"includeOtherFields":true},"typeVersion":3.4},{"id":"61aa7acb-cba5-485a-a4f2-37eb3a15e1d0","name":"Sticky Note","type":"n8n-nodes-base.stickyNote","position":[1440,-400],"parameters":{"color":5,"width":432,"height":368,"content":"## Prerequisites\nNVIDIA API access, Anthropic Claude API key, Google Workspace account (Gmail, Sheets)\n## Use Cases\nEmergency department triage automation, post-operative monitoring for deterioration detection\n## Customization\nModify risk scoring algorithms, add disease-specific assessment criteria\n## Benefits\nReduces clinical response time through automated risk detection"},"typeVersion":1},{"id":"78ede027-a990-472c-9234-248d29bc21ab","name":"Sticky Note1","type":"n8n-nodes-base.stickyNote","position":[896,-304],"parameters":{"width":480,"height":272,"content":"## Setup Steps\n1. Configure Patient Event Webhook with your EHR system endpoint URL and authentication headers\n2. Add NVIDIA API credentials (API key) in Fetch Patient Data and Structured Generation nodes\n3. Connect Claude Model node with Anthropic API key and configure healthcare risk assessment prompt\n4. Set up Gmail node with sender credentials and configure recipient email addresses for clinical alerts\n5. Enable Google Sheets integration for audit logging and specify spreadsheet ID for execution reports"},"typeVersion":1},{"id":"6168b9ec-827e-4b3a-9d89-5d87f11e863c","name":"Sticky Note2","type":"n8n-nodes-base.stickyNote","position":[144,-304],"parameters":{"width":704,"height":272,"content":"## How It Works\nThis workflow automates patient risk assessment and clinical alerting for healthcare providers using NVIDIA AI models. Designed for hospitals, clinics, and healthcare organizations, it addresses the critical challenge of timely identification and response to high-risk patients requiring immediate intervention. The system monitors patient data webhooks, enriches records with external EHR data, and analyzes aggregated information through Claude AI for comprehensive risk stratification. Healthcare operations data is fetched and combined with patient metrics to provide contextual risk assessment. NVIDIA's structured generation capabilities ensure standardized clinical outputs, while parallel execution routes enable simultaneous processing: critical cases trigger immediate alerts via email and escalation flags, whereas routine cases follow standard documentation paths. The workflow maintains an audit trail, merges execution results, and generates detailed reports for compliance and quality improvement initiatives."},"typeVersion":1},{"id":"e144e381-54be-414a-a46d-dc129419f073","name":"Sticky Note3","type":"n8n-nodes-base.stickyNote","position":[3424,-48],"parameters":{"color":7,"width":496,"height":864,"content":"## Documentation & Compliance Reporting\n**Why**\nStandardizes documentation, enables real-time clinical response, and maintains regulatory compliance through comprehensive activity logging."},"typeVersion":1},{"id":"0b6a5419-dfc9-45de-94bb-1e61c158c2f2","name":"Sticky Note4","type":"n8n-nodes-base.stickyNote","position":[1936,-32],"parameters":{"color":7,"width":1456,"height":864,"content":"## Intelligent Patient Triage\n**Why**\nEnsures critical patients receive urgent attention while maintaining efficient processing for routine cases without unnecessary clinical burden."},"typeVersion":1},{"id":"d3ab4d53-45da-4bf6-adc4-b3b58d3af13b","name":"Sticky Note5","type":"n8n-nodes-base.stickyNote","position":[96,-16],"parameters":{"color":7,"width":1808,"height":592,"content":"## Data Collection & AI Risk Analysis\n**Why**\nCombines multiple data sources to provide comprehensive patient profiles, enabling accurate risk stratification beyond single-metric assessments."},"typeVersion":1}],"active":false,"pinData":{},"settings":{"availableInMCP":false,"executionOrder":"v1"},"versionId":"dc9b53c2-582a-4f69-9df1-16c3aed30974","connections":{"Claude Model":{"ai_languageModel":[[{"node":"Healthcare Operations Orchestrator","type":"ai_languageModel","index":0}]]},"Merge Triggers":{"main":[[{"node":"Workflow Configuration","type":"main","index":0}]]},"Log Audit Trail":{"main":[[{"node":"Format Compliance Report","type":"main","index":0}]]},"Check Exception Flag":{"main":[[{"node":"Escalate to Clinical Staff","type":"main","index":0},{"node":"Send Exception Email","type":"main","index":0}]]},"Merge Workflow Paths":{"main":[[{"node":"Log Audit Trail","type":"main","index":0}]]},"Send Exception Email":{"main":[[{"node":"Merge Workflow Paths","type":"main","index":1}]]},"Aggregate System Data":{"main":[[{"node":"Validate Data Completeness","type":"main","index":0}]]},"Patient Event Webhook":{"main":[[{"node":"Merge Triggers","type":"main","index":1}]]},"Fetch EHR Patient Data":{"main":[[{"node":"Fetch Pharmacy Readiness","type":"main","index":0}]]},"Workflow Configuration":{"main":[[{"node":"Fetch EHR Patient Data","type":"main","index":0}]]},"Route by Operation Type":{"main":[[{"node":"Execute Admission Workflow","type":"main","index":0}],[{"node":"Execute Discharge Workflow","type":"main","index":0}],[{"node":"Execute Post-Care Workflow","type":"main","index":0}]]},"Fetch Pharmacy Readiness":{"main":[[{"node":"Fetch Case Management Data","type":"main","index":0}]]},"Escalate to Clinical Staff":{"main":[[{"node":"Merge Workflow Paths","type":"main","index":0}]]},"Execute Admission Workflow":{"main":[[{"node":"Check Exception Flag","type":"main","index":0}]]},"Execute Discharge Workflow":{"main":[[{"node":"Check Exception Flag","type":"main","index":0}]]},"Execute Post-Care Workflow":{"main":[[{"node":"Check Exception Flag","type":"main","index":0}]]},"Fetch Case Management Data":{"main":[[{"node":"Aggregate System Data","type":"main","index":0}]]},"Validate Data Completeness":{"main":[[{"node":"Healthcare Operations Orchestrator","type":"main","index":0}]]},"Structured Operations Output":{"ai_outputParser":[[{"node":"Healthcare Operations Orchestrator","type":"ai_outputParser","index":0}]]},"Schedule Patient Operations Check":{"main":[[{"node":"Merge Triggers","type":"main","index":0}]]},"Healthcare Operations Orchestrator":{"main":[[{"node":"Route by Operation Type","type":"main","index":0}]]}}},"lastUpdatedBy":1,"workflowInfo":{"nodeCount":28,"nodeTypes":{"n8n-nodes-base.if":{"count":1},"n8n-nodes-base.set":{"count":3},"n8n-nodes-base.code":{"count":1},"n8n-nodes-base.merge":{"count":2},"n8n-nodes-base.slack":{"count":1},"n8n-nodes-base.switch":{"count":1},"n8n-nodes-base.webhook":{"count":1},"n8n-nodes-base.emailSend":{"count":1},"n8n-nodes-base.stickyNote":{"count":6},"n8n-nodes-base.httpRequest":{"count":7},"@n8n/n8n-nodes-langchain.agent":{"count":1},"n8n-nodes-base.scheduleTrigger":{"count":1},"@n8n/n8n-nodes-langchain.lmChatAnthropic":{"count":1},"@n8n/n8n-nodes-langchain.outputParserStructured":{"count":1}}},"status":"published","readyToDemo":null,"user":{"name":"Cheng Siong Chin","username":"cschin","bio":"Dr. Cheng Siong CHIN is an n8n workflow creator specializing in AI-powered automation, agent orchestration, and intelligent system integrations. 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