Quality Assurance
Validation Report
22 automated checks run against every module in the HIS requirements documentation. Each check verifies a specific aspect of completeness, clinical accuracy, standards compliance, or developer-readiness—providing objective evidence that the deliverables meet the required specification standards.
100%
Pass Rate
352
Passed
0
Warned
0
Failed
Quality Assurance Overview
Workflow Standardization & Cross-Module Traceability
Every workflow across all 16 modules is validated for a standardized structure: named actors and triggers, Mermaid flowchart visualization, decision-point logic, integration touchpoints, exception handling, and paperless transformation mapping. Checks also verify the presence of formal inputs and outputs (data consumed and produced), SLA/timing tables (target durations, escalation rules, measurement sources), and state transition diagrams (Mermaid stateDiagram-v2) for key entity lifecycles—ensuring cross-module flows like clinical-to-billing are traceable end-to-end.
Data Modeling & Source-of-Truth Governance
Each module's data specification is validated for SQL DDL with full constraints, ER diagrams, FHIR R4 resource mappings, and terminology bindings (ICD-10-AM, CPT, SNOMED CT, LOINC, RxNorm). Shared entities (patients, providers, encounters, facilities, payers) are verified to be defined once in their owning module and referenced by foreign key everywhere else—enforcing a single source of truth. Master data governance is checked for documented ownership, approval workflows, and update procedures.
KPI & Reporting Framework
Every module is validated for a dedicated KPI and reporting section with precise calculation formulas (numerator/denominator), data sources (specific tables and fields), and benchmark targets. Coverage is verified across five reporting dimensions: operational metrics (turnaround times, utilization rates), clinical quality indicators (compliance rates, safety events), financial performance (collection rates, denial rates, AR aging), integration health (message success rates, latency), and data quality scores.
Integration Resilience & Error Recovery
All integration specifications are validated at two levels: business-level documentation (what data flows, triggered by what event, frequency, authentication) and technical-level detail (HL7 v2.x message samples, FHIR R4 resource JSON, field mappings). Each integration is checked for error handling documentation, retry strategies with exponential backoff, dead letter queue handling, idempotency guarantees, and reconciliation procedures. UAE-specific integrations (NABIDH, Malaffi, MOH UEP) are verified for platform-specific compliance requirements.
Exception Handling & System Resilience
Validation covers both clinical and technical exception handling. Clinical checks verify documentation of concurrent editing conflict resolution, system downtime fallback procedures, manual override protocols, and break-the-glass access. Technical checks verify retry orchestration (exponential backoff with configurable intervals), circuit breaker patterns for synchronous integrations, dead letter queues for failed messages, post-recovery reconciliation procedures, and idempotency keys to prevent duplicate processing.
UAE Regulatory Compliance
All modules are validated for UAE regulatory framework references: UAE PDPL (Federal Decree-Law No. 45/2021) for data protection, DOH/DHA for healthcare licensing, NABIDH for Dubai health information exchange, and MOH for federal pharmaceutical regulations including controlled substance scheduling. A separate check confirms no US-specific references (HIPAA, DEA, ONC) appear in any module.
22 checks per module
Check Categories
| Category | Passed | Warned | Failed | Coverage |
|---|---|---|---|---|
| completeness | 16 | 0 | 0 | |
| frontmatter | 16 | 0 | 0 | |
| workflows | 80 | 0 | 0 | |
| data | 32 | 0 | 0 | |
| screens | 32 | 0 | 0 | |
| integrations | 32 | 0 | 0 | |
| master_data | 16 | 0 | 0 | |
| kpis | 32 | 0 | 0 | |
| standards | 32 | 0 | 0 | |
| compliance | 32 | 0 | 0 | |
| cross_refs | 32 | 0 | 0 |
Clinical Modules
9 modules
EHR & Patient Management
ehr-patient-mgmt
22 passed
| Status | Check | Result |
|---|---|---|
| All 7 deliverable files exist | All 7 files present | |
| Valid YAML frontmatter | All files have valid frontmatter | |
| Mermaid diagrams in workflows | 11 Mermaid diagram(s) found | |
| Paperless Transformation sections | Paperless Transformation present | |
| Formal Inputs/Outputs per workflow | Inputs and Outputs sections found | |
| SLA/timing tables | SLA/timing content found | |
| State transition diagrams | stateDiagram block(s) found | |
| SQL DDL in data specifications | SQL DDL present | |
| Shared entity references | Owns shared entities: patients, providers, users, facilities | |
| Field specification tables | Field specification tables present | |
| HTML wireframe mockups | 5 HTML wireframe(s) found | |
| Sample integration messages | Sample integration messages present | |
| Retry/reconciliation logic | Retry/reconciliation logic documented | |
| Data governance documentation | Governance documentation present | |
| KPI calculation formulas | Calculation formulas present | |
| KPI benchmark targets | Benchmark targets present | |
| HL7/FHIR standard references | References: HL7, FHIR | |
| Medical coding standards | Found: ICD-10, SNOMED, LOINC, RxNorm | |
| UAE regulatory references | Found: UAE, DOH, DHA, NABIDH, PDPL, MOH | |
| No US-specific regulatory references | No US-specific regulatory references | |
| No broken link patterns | No broken link patterns detected | |
| Cross-module references valid | All cross-module references valid |
Computerized Provider Order Entry
cpoe
22 passed
| Status | Check | Result |
|---|---|---|
| All 7 deliverable files exist | All 7 files present | |
| Valid YAML frontmatter | All files have valid frontmatter | |
| Mermaid diagrams in workflows | 14 Mermaid diagram(s) found | |
| Paperless Transformation sections | Paperless Transformation present | |
| Formal Inputs/Outputs per workflow | Inputs and Outputs sections found | |
| SLA/timing tables | SLA/timing content found | |
| State transition diagrams | stateDiagram block(s) found | |
| SQL DDL in data specifications | SQL DDL present | |
| Shared entity references | Shared entity references present | |
| Field specification tables | Field specification tables present | |
| HTML wireframe mockups | 3 HTML wireframe(s) found | |
| Sample integration messages | Sample integration messages present | |
| Retry/reconciliation logic | Retry/reconciliation logic documented | |
| Data governance documentation | Governance documentation present | |
| KPI calculation formulas | Calculation formulas present | |
| KPI benchmark targets | Benchmark targets present | |
| HL7/FHIR standard references | References: HL7, FHIR | |
| Medical coding standards | Found: ICD-10, CPT, SNOMED, LOINC, RxNorm | |
| UAE regulatory references | Found: UAE, DOH, DHA, NABIDH, PDPL, MOH | |
| No US-specific regulatory references | No US-specific regulatory references | |
| No broken link patterns | No broken link patterns detected | |
| Cross-module references valid | All cross-module references valid |
Radiology Information System
ris
22 passed
| Status | Check | Result |
|---|---|---|
| All 7 deliverable files exist | All 7 files present | |
| Valid YAML frontmatter | All files have valid frontmatter | |
| Mermaid diagrams in workflows | 11 Mermaid diagram(s) found | |
| Paperless Transformation sections | Paperless Transformation present | |
| Formal Inputs/Outputs per workflow | Inputs and Outputs sections found | |
| SLA/timing tables | SLA/timing content found | |
| State transition diagrams | stateDiagram block(s) found | |
| SQL DDL in data specifications | SQL DDL present | |
| Shared entity references | Shared entity references present | |
| Field specification tables | Field specification tables present | |
| HTML wireframe mockups | 3 HTML wireframe(s) found | |
| Sample integration messages | Sample integration messages present | |
| Retry/reconciliation logic | Retry/reconciliation logic documented | |
| Data governance documentation | Governance documentation present | |
| KPI calculation formulas | Calculation formulas present | |
| KPI benchmark targets | Benchmark targets present | |
| HL7/FHIR standard references | References: HL7, FHIR | |
| Medical coding standards | Found: ICD-10, CPT, SNOMED, LOINC, RxNorm | |
| UAE regulatory references | Found: UAE, DOH, DHA, NABIDH, PDPL, MOH | |
| No US-specific regulatory references | No US-specific regulatory references | |
| No broken link patterns | No broken link patterns detected | |
| Cross-module references valid | All cross-module references valid |
Laboratory Information System
lis
22 passed
| Status | Check | Result |
|---|---|---|
| All 7 deliverable files exist | All 7 files present | |
| Valid YAML frontmatter | All files have valid frontmatter | |
| Mermaid diagrams in workflows | 11 Mermaid diagram(s) found | |
| Paperless Transformation sections | Paperless Transformation present | |
| Formal Inputs/Outputs per workflow | Inputs and Outputs sections found | |
| SLA/timing tables | SLA/timing content found | |
| State transition diagrams | stateDiagram block(s) found | |
| SQL DDL in data specifications | SQL DDL present | |
| Shared entity references | Shared entity references present | |
| Field specification tables | Field specification tables present | |
| HTML wireframe mockups | 4 HTML wireframe(s) found | |
| Sample integration messages | Sample integration messages present | |
| Retry/reconciliation logic | Retry/reconciliation logic documented | |
| Data governance documentation | Governance documentation present | |
| KPI calculation formulas | Calculation formulas present | |
| KPI benchmark targets | Benchmark targets present | |
| HL7/FHIR standard references | References: HL7, FHIR | |
| Medical coding standards | Found: ICD-10, CPT, SNOMED, LOINC, RxNorm | |
| UAE regulatory references | Found: UAE, DOH, DHA, NABIDH, PDPL, MOH | |
| No US-specific regulatory references | No US-specific regulatory references | |
| No broken link patterns | No broken link patterns detected | |
| Cross-module references valid | All cross-module references valid |
Pharmacy Information System
pis
22 passed
| Status | Check | Result |
|---|---|---|
| All 7 deliverable files exist | All 7 files present | |
| Valid YAML frontmatter | All files have valid frontmatter | |
| Mermaid diagrams in workflows | 11 Mermaid diagram(s) found | |
| Paperless Transformation sections | Paperless Transformation present | |
| Formal Inputs/Outputs per workflow | Inputs and Outputs sections found | |
| SLA/timing tables | SLA/timing content found | |
| State transition diagrams | stateDiagram block(s) found | |
| SQL DDL in data specifications | SQL DDL present | |
| Shared entity references | Shared entity references present | |
| Field specification tables | Field specification tables present | |
| HTML wireframe mockups | 4 HTML wireframe(s) found | |
| Sample integration messages | Sample integration messages present | |
| Retry/reconciliation logic | Retry/reconciliation logic documented | |
| Data governance documentation | Governance documentation present | |
| KPI calculation formulas | Calculation formulas present | |
| KPI benchmark targets | Benchmark targets present | |
| HL7/FHIR standard references | References: HL7, FHIR | |
| Medical coding standards | Found: ICD-10, CPT, SNOMED, LOINC, RxNorm | |
| UAE regulatory references | Found: UAE, DOH, DHA, NABIDH, PDPL, MOH | |
| No US-specific regulatory references | No US-specific regulatory references | |
| No broken link patterns | No broken link patterns detected | |
| Cross-module references valid | All cross-module references valid |
Scheduling & Bed/OR Management
scheduling
22 passed
| Status | Check | Result |
|---|---|---|
| All 7 deliverable files exist | All 7 files present | |
| Valid YAML frontmatter | All files have valid frontmatter | |
| Mermaid diagrams in workflows | 11 Mermaid diagram(s) found | |
| Paperless Transformation sections | Paperless Transformation present | |
| Formal Inputs/Outputs per workflow | Inputs and Outputs sections found | |
| SLA/timing tables | SLA/timing content found | |
| State transition diagrams | stateDiagram block(s) found | |
| SQL DDL in data specifications | SQL DDL present | |
| Shared entity references | Owns shared entities: encounters | |
| Field specification tables | Field specification tables present | |
| HTML wireframe mockups | 3 HTML wireframe(s) found | |
| Sample integration messages | Sample integration messages present | |
| Retry/reconciliation logic | Retry/reconciliation logic documented | |
| Data governance documentation | Governance documentation present | |
| KPI calculation formulas | Calculation formulas present | |
| KPI benchmark targets | Benchmark targets present | |
| HL7/FHIR standard references | References: HL7, FHIR | |
| Medical coding standards | Found: ICD-10, CPT, SNOMED | |
| UAE regulatory references | Found: UAE, DOH, DHA, NABIDH, PDPL, MOH | |
| No US-specific regulatory references | No US-specific regulatory references | |
| No broken link patterns | No broken link patterns detected | |
| Cross-module references valid | All cross-module references valid |
Nutrition Management
nutrition
22 passed
| Status | Check | Result |
|---|---|---|
| All 7 deliverable files exist | All 7 files present | |
| Valid YAML frontmatter | All files have valid frontmatter | |
| Mermaid diagrams in workflows | 10 Mermaid diagram(s) found | |
| Paperless Transformation sections | Paperless Transformation present | |
| Formal Inputs/Outputs per workflow | Inputs and Outputs sections found | |
| SLA/timing tables | SLA/timing content found | |
| State transition diagrams | stateDiagram block(s) found | |
| SQL DDL in data specifications | SQL DDL present | |
| Shared entity references | Shared entity references present | |
| Field specification tables | Field specification tables present | |
| HTML wireframe mockups | 3 HTML wireframe(s) found | |
| Sample integration messages | Sample integration messages present | |
| Retry/reconciliation logic | Retry/reconciliation logic documented | |
| Data governance documentation | Governance documentation present | |
| KPI calculation formulas | Calculation formulas present | |
| KPI benchmark targets | Benchmark targets present | |
| HL7/FHIR standard references | References: HL7, FHIR | |
| Medical coding standards | Found: ICD-10, CPT, SNOMED, LOINC, RxNorm | |
| UAE regulatory references | Found: UAE, DOH, DHA, NABIDH, PDPL, MOH | |
| No US-specific regulatory references | No US-specific regulatory references | |
| No broken link patterns | No broken link patterns detected | |
| Cross-module references valid | All cross-module references valid |
Cleaning Management
cleaning
22 passed
| Status | Check | Result |
|---|---|---|
| All 7 deliverable files exist | All 7 files present | |
| Valid YAML frontmatter | All files have valid frontmatter | |
| Mermaid diagrams in workflows | 10 Mermaid diagram(s) found | |
| Paperless Transformation sections | Paperless Transformation present | |
| Formal Inputs/Outputs per workflow | Inputs and Outputs sections found | |
| SLA/timing tables | SLA/timing content found | |
| State transition diagrams | stateDiagram block(s) found | |
| SQL DDL in data specifications | SQL DDL present | |
| Shared entity references | Shared entity references present | |
| Field specification tables | Field specification tables present | |
| HTML wireframe mockups | 4 HTML wireframe(s) found | |
| Sample integration messages | Sample integration messages present | |
| Retry/reconciliation logic | Retry/reconciliation logic documented | |
| Data governance documentation | Governance documentation present | |
| KPI calculation formulas | Calculation formulas present | |
| KPI benchmark targets | Benchmark targets present | |
| HL7/FHIR standard references | References: HL7, FHIR | |
| Medical coding standards | Found: ICD-10, SNOMED | |
| UAE regulatory references | Found: UAE, DOH, DHA, NABIDH, PDPL, MOH | |
| No US-specific regulatory references | No US-specific regulatory references | |
| No broken link patterns | No broken link patterns detected | |
| Cross-module references valid | All cross-module references valid |
Blood Bank Management
blood-bank
22 passed
| Status | Check | Result |
|---|---|---|
| All 7 deliverable files exist | All 7 files present | |
| Valid YAML frontmatter | All files have valid frontmatter | |
| Mermaid diagrams in workflows | 10 Mermaid diagram(s) found | |
| Paperless Transformation sections | Paperless Transformation present | |
| Formal Inputs/Outputs per workflow | Inputs and Outputs sections found | |
| SLA/timing tables | SLA/timing content found | |
| State transition diagrams | stateDiagram block(s) found | |
| SQL DDL in data specifications | SQL DDL present | |
| Shared entity references | Shared entity references present | |
| Field specification tables | Field specification tables present | |
| HTML wireframe mockups | 3 HTML wireframe(s) found | |
| Sample integration messages | Sample integration messages present | |
| Retry/reconciliation logic | Retry/reconciliation logic documented | |
| Data governance documentation | Governance documentation present | |
| KPI calculation formulas | Calculation formulas present | |
| KPI benchmark targets | Benchmark targets present | |
| HL7/FHIR standard references | References: HL7, FHIR | |
| Medical coding standards | Found: ICD-10, CPT, SNOMED, LOINC | |
| UAE regulatory references | Found: UAE, DOH, DHA, NABIDH, PDPL, MOH | |
| No US-specific regulatory references | No US-specific regulatory references | |
| No broken link patterns | No broken link patterns detected | |
| Cross-module references valid | All cross-module references valid |
Portals & Mobile Apps
2 modules
Patient Portal & Mobile App
patient-portal
22 passed
| Status | Check | Result |
|---|---|---|
| All 7 deliverable files exist | All 7 files present | |
| Valid YAML frontmatter | All files have valid frontmatter | |
| Mermaid diagrams in workflows | 12 Mermaid diagram(s) found | |
| Paperless Transformation sections | Paperless Transformation present | |
| Formal Inputs/Outputs per workflow | Inputs and Outputs sections found | |
| SLA/timing tables | SLA/timing content found | |
| State transition diagrams | stateDiagram block(s) found | |
| SQL DDL in data specifications | SQL DDL present | |
| Shared entity references | Shared entity references present | |
| Field specification tables | Field specification tables present | |
| HTML wireframe mockups | 5 HTML wireframe(s) found | |
| Sample integration messages | Sample integration messages present | |
| Retry/reconciliation logic | Retry/reconciliation logic documented | |
| Data governance documentation | Governance documentation present | |
| KPI calculation formulas | Calculation formulas present | |
| KPI benchmark targets | Benchmark targets present | |
| HL7/FHIR standard references | References: HL7, FHIR | |
| Medical coding standards | Found: ICD-10, CPT, SNOMED, LOINC, RxNorm | |
| UAE regulatory references | Found: UAE, DOH, DHA, NABIDH, PDPL, MOH | |
| No US-specific regulatory references | No US-specific regulatory references | |
| No broken link patterns | No broken link patterns detected | |
| Cross-module references valid | All cross-module references valid |
Physician Portal & Mobile App
physician-portal
22 passed
| Status | Check | Result |
|---|---|---|
| All 7 deliverable files exist | All 7 files present | |
| Valid YAML frontmatter | All files have valid frontmatter | |
| Mermaid diagrams in workflows | 11 Mermaid diagram(s) found | |
| Paperless Transformation sections | Paperless Transformation present | |
| Formal Inputs/Outputs per workflow | Inputs and Outputs sections found | |
| SLA/timing tables | SLA/timing content found | |
| State transition diagrams | stateDiagram block(s) found | |
| SQL DDL in data specifications | SQL DDL present | |
| Shared entity references | Shared entity references present | |
| Field specification tables | Field specification tables present | |
| HTML wireframe mockups | 3 HTML wireframe(s) found | |
| Sample integration messages | Sample integration messages present | |
| Retry/reconciliation logic | Retry/reconciliation logic documented | |
| Data governance documentation | Governance documentation present | |
| KPI calculation formulas | Calculation formulas present | |
| KPI benchmark targets | Benchmark targets present | |
| HL7/FHIR standard references | References: HL7, FHIR | |
| Medical coding standards | Found: ICD-10, CPT, SNOMED, LOINC | |
| UAE regulatory references | Found: UAE, DOH, DHA, NABIDH, PDPL, MOH | |
| No US-specific regulatory references | No US-specific regulatory references | |
| No broken link patterns | No broken link patterns detected | |
| Cross-module references valid | All cross-module references valid |
Revenue Cycle Management
5 modules
Policy & Contract Management
policy-contract-mgmt
22 passed
| Status | Check | Result |
|---|---|---|
| All 7 deliverable files exist | All 7 files present | |
| Valid YAML frontmatter | All files have valid frontmatter | |
| Mermaid diagrams in workflows | 9 Mermaid diagram(s) found | |
| Paperless Transformation sections | Paperless Transformation present | |
| Formal Inputs/Outputs per workflow | Inputs and Outputs sections found | |
| SLA/timing tables | SLA/timing content found | |
| State transition diagrams | stateDiagram block(s) found | |
| SQL DDL in data specifications | SQL DDL present | |
| Shared entity references | Owns shared entities: payers | |
| Field specification tables | Field specification tables present | |
| HTML wireframe mockups | 4 HTML wireframe(s) found | |
| Sample integration messages | Sample integration messages present | |
| Retry/reconciliation logic | Retry/reconciliation logic documented | |
| Data governance documentation | Governance documentation present | |
| KPI calculation formulas | Calculation formulas present | |
| KPI benchmark targets | Benchmark targets present | |
| HL7/FHIR standard references | References: HL7, FHIR | |
| Medical coding standards | Found: ICD-10, CPT, SNOMED | |
| UAE regulatory references | Found: UAE, DOH, DHA, NABIDH, PDPL, MOH | |
| No US-specific regulatory references | No US-specific regulatory references | |
| No broken link patterns | No broken link patterns detected | |
| Cross-module references valid | All cross-module references valid |
Patient Access
patient-access
22 passed
| Status | Check | Result |
|---|---|---|
| All 7 deliverable files exist | All 7 files present | |
| Valid YAML frontmatter | All files have valid frontmatter | |
| Mermaid diagrams in workflows | 9 Mermaid diagram(s) found | |
| Paperless Transformation sections | Paperless Transformation present | |
| Formal Inputs/Outputs per workflow | Inputs and Outputs sections found | |
| SLA/timing tables | SLA/timing content found | |
| State transition diagrams | stateDiagram block(s) found | |
| SQL DDL in data specifications | SQL DDL present | |
| Shared entity references | Shared entity references present | |
| Field specification tables | Field specification tables present | |
| HTML wireframe mockups | 3 HTML wireframe(s) found | |
| Sample integration messages | Sample integration messages present | |
| Retry/reconciliation logic | Retry/reconciliation logic documented | |
| Data governance documentation | Governance documentation present | |
| KPI calculation formulas | Calculation formulas present | |
| KPI benchmark targets | Benchmark targets present | |
| HL7/FHIR standard references | References: HL7, FHIR | |
| Medical coding standards | Found: ICD-10, CPT, SNOMED | |
| UAE regulatory references | Found: UAE, DOH, DHA, NABIDH, PDPL, MOH | |
| No US-specific regulatory references | No US-specific regulatory references | |
| No broken link patterns | No broken link patterns detected | |
| Cross-module references valid | All cross-module references valid |
Billing & Claims Management
billing-claims
22 passed
| Status | Check | Result |
|---|---|---|
| All 7 deliverable files exist | All 7 files present | |
| Valid YAML frontmatter | All files have valid frontmatter | |
| Mermaid diagrams in workflows | 11 Mermaid diagram(s) found | |
| Paperless Transformation sections | Paperless Transformation present | |
| Formal Inputs/Outputs per workflow | Inputs and Outputs sections found | |
| SLA/timing tables | SLA/timing content found | |
| State transition diagrams | stateDiagram block(s) found | |
| SQL DDL in data specifications | SQL DDL present | |
| Shared entity references | Shared entity references present | |
| Field specification tables | Field specification tables present | |
| HTML wireframe mockups | 4 HTML wireframe(s) found | |
| Sample integration messages | Sample integration messages present | |
| Retry/reconciliation logic | Retry/reconciliation logic documented | |
| Data governance documentation | Governance documentation present | |
| KPI calculation formulas | Calculation formulas present | |
| KPI benchmark targets | Benchmark targets present | |
| HL7/FHIR standard references | References: HL7, FHIR | |
| Medical coding standards | Found: ICD-10, CPT, SNOMED, LOINC, RxNorm | |
| UAE regulatory references | Found: UAE, DOH, DHA, NABIDH, PDPL, MOH | |
| No US-specific regulatory references | No US-specific regulatory references | |
| No broken link patterns | No broken link patterns detected | |
| Cross-module references valid | All cross-module references valid |
Case Management
case-management
22 passed
| Status | Check | Result |
|---|---|---|
| All 7 deliverable files exist | All 7 files present | |
| Valid YAML frontmatter | All files have valid frontmatter | |
| Mermaid diagrams in workflows | 9 Mermaid diagram(s) found | |
| Paperless Transformation sections | Paperless Transformation present | |
| Formal Inputs/Outputs per workflow | Inputs and Outputs sections found | |
| SLA/timing tables | SLA/timing content found | |
| State transition diagrams | stateDiagram block(s) found | |
| SQL DDL in data specifications | SQL DDL present | |
| Shared entity references | Shared entity references present | |
| Field specification tables | Field specification tables present | |
| HTML wireframe mockups | 3 HTML wireframe(s) found | |
| Sample integration messages | Sample integration messages present | |
| Retry/reconciliation logic | Retry/reconciliation logic documented | |
| Data governance documentation | Governance documentation present | |
| KPI calculation formulas | Calculation formulas present | |
| KPI benchmark targets | Benchmark targets present | |
| HL7/FHIR standard references | References: HL7, FHIR | |
| Medical coding standards | Found: ICD-10, CPT, SNOMED, LOINC | |
| UAE regulatory references | Found: UAE, DOH, DHA, NABIDH, PDPL, MOH | |
| No US-specific regulatory references | No US-specific regulatory references | |
| No broken link patterns | No broken link patterns detected | |
| Cross-module references valid | All cross-module references valid |
Denial Analysis
denial-analysis
22 passed
| Status | Check | Result |
|---|---|---|
| All 7 deliverable files exist | All 7 files present | |
| Valid YAML frontmatter | All files have valid frontmatter | |
| Mermaid diagrams in workflows | 8 Mermaid diagram(s) found | |
| Paperless Transformation sections | Paperless Transformation present | |
| Formal Inputs/Outputs per workflow | Inputs and Outputs sections found | |
| SLA/timing tables | SLA/timing content found | |
| State transition diagrams | stateDiagram block(s) found | |
| SQL DDL in data specifications | SQL DDL present | |
| Shared entity references | Shared entity references present | |
| Field specification tables | Field specification tables present | |
| HTML wireframe mockups | 3 HTML wireframe(s) found | |
| Sample integration messages | Sample integration messages present | |
| Retry/reconciliation logic | Retry/reconciliation logic documented | |
| Data governance documentation | Governance documentation present | |
| KPI calculation formulas | Calculation formulas present | |
| KPI benchmark targets | Benchmark targets present | |
| HL7/FHIR standard references | References: HL7, FHIR | |
| Medical coding standards | Found: ICD-10, CPT | |
| UAE regulatory references | Found: UAE, DOH, DHA, NABIDH, PDPL, MOH | |
| No US-specific regulatory references | No US-specific regulatory references | |
| No broken link patterns | No broken link patterns detected | |
| Cross-module references valid | All cross-module references valid |
Pass — requirement met
Warning — partial coverage detected
Fail — requirement not met