What Meridian scanned
open-webui — 323 files, 202,635 lines, across javascript, python, typescript.
This repository features a sophisticated technology stack with the use of JavaScript, Python, and TypeScript. It leverages FastAPI and Starlette for web framework capabilities, integrating various databases such as Redis and SQL via SQLAlchemy. AI capabilities are integrated through LangChain and PyTorch, along with multiple vector databases, pointing to its use in advanced data or AI-driven applications.
Architecture: AI-driven web application
Technology Stack
Business Signals
Compliance Readiness
Every capability Meridian evaluated, grouped by what's actually true about it — implemented in code, fixable in code, or something only documentation or an operational process can demonstrate.
Implemented (6)
- Access Control
- Audit Logging
- Authentication
- Cross Border Transfer Controls
- Data Classification
- Data Lifecycle Management
Code Improvement Recommended (5)
- Consent Management
- Data Retention
- Encryption At Rest
- Encryption In Transit
- Key Management
Requires Documentation (15)
- Asset Inventory
- Backup And Recovery
- Business Impact Analysis
- Configuration Management
- Data Deletion
- Data Masking
- Data Protection Impact Assessment
- Data Subject Request Handling
- Grievance Redressal
- Incident Response Plan
- Information Security Policy
- Log Retention
- Policy Management
- Privacy Impact Assessment
- Records Of Processing
Requires Operational Evidence (23)
- AI Risk Assessment
- Access Review
- BCP And DR Testing
- Bias Detection
- Change Management
- Data Loss Prevention
- Data Quality Management
- Governance Framework
- Incident Detection
- Maker Checker
- Model Monitoring
- Model Testing
- Patch Management
- Penetration Testing
- Physical Access Control
- Privileged Access Management
- Regulatory Change Monitoring
- Regulatory Reporting
- SOC Operations
- Security Awareness Training
- Third Party Risk Assessment
- Vendor Contract Management
- Vulnerability Scanning
Compliance Scope
Determined from what Meridian found in the repository and the business signals above — not every one of the 17 supported frameworks, only the ones that actually apply.
Not Applicable (14)
+ 8 more in the full report.
What an enterprise security review would ask about first
Detected (3)
- Authentication
- Access Control
- Audit Logging
Recommended Improvements (4)
- Encryption At Rest
- Encryption In Transit
- Key Management
- Data Retention
Operational Requirements (6)
- Privileged Access Management
- BCP And DR Testing
- Penetration Testing
- Third Party Risk Assessment
- Vendor Contract Management
- Security Awareness Training
Documentation Required (2)
- Incident Response Plan
- Information Security Policy
What matters most
-
Access ControlCRITICAL
Can the organization (as a third-country provider) demonstrate that it has appointed an authorised representative in the Union and that the representative fulfils all required tasks?
-
AuthenticationCRITICAL
Can the organization demonstrate that it has procedures to verify the identity of data subjects making requests?
-
Encryption In TransitCRITICAL
Can the organization demonstrate that it has implemented appropriate technical and organisational security measures?
-
Encryption At RestCRITICAL
Can the organization demonstrate that it has implemented appropriate technical and organisational security measures?
-
Key ManagementCRITICAL
Can the organization demonstrate that it has implemented appropriate technical and organisational security measures?
Recommended actions, by effort
Quick Wins (4)
- Access Control
- Authentication
- Encryption In Transit
- Encryption At Rest
Medium Effort (21)
- Key Management
- Data Subject Request Handling
- Consent Management
- Audit Logging
- Privileged Access Management
- Backup And Recovery
- Data Retention
- Cross Border Transfer Controls
- Incident Response Plan
- Records Of Processing
- Maker Checker
- Model Testing
- Business Impact Analysis
- Data Lifecycle Management
- Grievance Redressal
- Data Masking
- Data Classification
- Configuration Management
- Policy Management
- Security Awareness Training
- Data Quality Management
Strategic Initiatives (7)
- AI Risk Assessment
- Bias Detection
- Data Loss Prevention
- Privacy Impact Assessment
- Data Protection Impact Assessment
- Physical Access Control
- Model Monitoring
Now, next, later
- Access Control
- Authentication
- Encryption In Transit
- Encryption At Rest
- Key Management
- Data Subject Request Handling
- Consent Management
- Audit Logging
- Privileged Access Management
- Backup And Recovery
- Data Retention
- Cross Border Transfer Controls
- Incident Response Plan
- Records Of Processing
- Maker Checker
- Model Testing
- Business Impact Analysis
- Data Lifecycle Management
- Grievance Redressal
- Data Masking
- Data Classification
- Configuration Management
- Policy Management
- Security Awareness Training
- Data Quality Management
- AI Risk Assessment
- Bias Detection
- Data Loss Prevention
- Privacy Impact Assessment
- Data Protection Impact Assessment
- Physical Access Control
- Model Monitoring