> ## Documentation Index
> Fetch the complete documentation index at: https://docs.amos.tech/llms.txt
> Use this file to discover all available pages before exploring further.
# Governance & Compliance
> Comprehensive governance frameworks for open source adoption including change management via PRs, least-privilege access, and secure SDLC practices
## Enterprise-Grade Governance for Open Source
Open source doesn't mean ungoverned. Amos provides enterprise-grade governance frameworks that exceed traditional vendor capabilities while maintaining the flexibility and transparency that open source enables.
**Every change is controlled, every access is monitored, and every process is auditable.**
## Change Management via Pull Requests
### Git-Based Change Control
All system changes flow through a structured pull request (PR) process that provides complete governance and audit trails:
```mermaid theme={null}
graph TD
A[Developer/Analyst] --> B[Create Feature Branch]
B --> C[Make Changes]
C --> D[Automated Testing]
D --> E{Tests Pass?}
E -->|No| F[Fix Issues]
F --> C
E -->|Yes| G[Create Pull Request]
G --> H[Code Review]
H --> I[Security Scan]
I --> J[Compliance Check]
J --> K{Approved?}
K -->|No| L[Address Feedback]
L --> H
K -->|Yes| M[Merge to Main]
M --> N[Deploy to Production]
N --> O[Audit Log Entry]
style A fill:#e3f2fd
style G fill:#fff3e0
style M fill:#e8f5e8
style O fill:#fce4ec
```
### Multi-Level Approval Workflows
Different types of changes require different approval levels:
| Change Type | Required Approvals | Example |
| -------------------------- | ---------------------------------- | -------------------------------- |
| **Configuration Updates** | 1 Senior Analyst + 1 Operations | Data source connection strings |
| **Business Logic Changes** | 1 Portfolio Manager + 1 Compliance | NAV calculation modifications |
| **Security Changes** | 1 CISO + 1 CTO | Access control modifications |
| **Infrastructure Changes** | 1 DevOps Lead + 1 CTO | Deployment configuration updates |
### Automated Governance Checks
Every pull request triggers automated governance validation:
```yaml theme={null}
# Example: Automated governance pipeline
governance_pipeline:
security_scan:
- secret_detection
- vulnerability_scanning
- license_compliance
compliance_checks:
- pii_data_handling
- data_retention_policies
- access_control_validation
business_validation:
- calculation_accuracy_tests
- data_quality_validation
- performance_impact_assessment
documentation_requirements:
- change_description_required
- business_justification_required
- rollback_plan_documented
```
## Least-Privilege Access Model
### Role-Based Access Control (RBAC)
Amos implements comprehensive RBAC aligned with fund organizational structures:
Read-only access to executive dashboards and summary reports with full audit logging.
Access to investment data, performance analytics, and portfolio reporting with change approval rights.
System configuration access with mandatory peer review and compliance validation.
Audit access to all systems with read-only permissions and comprehensive logging.
### Dynamic Access Controls
Access permissions are dynamically managed based on context and risk:
```yaml theme={null}
# Example: Dynamic access policy
access_policy:
user: "portfolio.analyst@fund.com"
base_permissions:
- read_portfolio_data
- create_analysis_reports
conditional_permissions:
- permission: "modify_nav_calculations"
conditions:
- time_window: "business_hours"
- approval_required: true
- dual_control: true
- permission: "access_investor_pii"
conditions:
- business_justification: required
- time_limited: "4_hours"
- audit_notification: "compliance_team"
```
### Identity Integration
Seamless integration with existing identity management systems:
* **Active Directory/LDAP**: Automatic user provisioning and group synchronization
* **SAML/OIDC**: Single sign-on with multi-factor authentication
* **Privileged Access Management**: Integration with PAM solutions for elevated access
* **Just-in-Time Access**: Temporary elevated permissions with automatic expiration
## SOC 2 & ISO 27001 Mapping
### SOC 2 Type II Compliance Framework
Amos governance directly supports SOC 2 compliance across all trust service criteria:
#### Security (CC6)
| Control | Amos Implementation | Evidence |
| --------------------------- | ------------------------------------------ | -------------------------------------- |
| **Logical Access Controls** | RBAC with MFA and session management | Access logs, permission matrices |
| **Network Security** | VPC isolation, security groups, encryption | Network configurations, traffic logs |
| **Data Protection** | Encryption at rest/transit, key management | Encryption evidence, key rotation logs |
#### Availability (CC7)
| Control | Amos Implementation | Evidence |
| ----------------------- | ---------------------------------------- | ------------------------------------ |
| **System Monitoring** | Real-time monitoring with alerting | Monitoring dashboards, incident logs |
| **Backup & Recovery** | Automated backups with tested recovery | Backup logs, recovery test results |
| **Capacity Management** | Auto-scaling with performance monitoring | Capacity reports, scaling events |
#### Processing Integrity (CC8)
| Control | Amos Implementation | Evidence |
| ---------------------------- | ---------------------------------------- | ----------------------------------- |
| **Data Processing Controls** | Automated validation and reconciliation | Processing logs, validation results |
| **Change Management** | PR-based changes with testing | Git history, test results |
| **Error Handling** | Comprehensive error logging and alerting | Error logs, resolution tracking |
### ISO 27001 Information Security Management
Amos aligns with ISO 27001 requirements through systematic security controls:
```mermaid theme={null}
graph TD
A[ISO 27001 ISMS] --> B[Risk Assessment]
A --> C[Security Policies]
A --> D[Access Control]
A --> E[Incident Management]
B --> F[Automated Risk Scanning]
C --> G[Version-Controlled Policies]
D --> H[RBAC Implementation]
E --> I[Automated Incident Response]
F --> J[Continuous Monitoring]
G --> J
H --> J
I --> J
style A fill:#2196f3
style J fill:#4caf50
```
## Secure SDLC Practices
### Security-First Development
Every aspect of Amos development follows secure SDLC principles:
#### Code Security
* **Static Analysis**: Automated code scanning for vulnerabilities
* **Dependency Scanning**: Regular updates and vulnerability assessment
* **Secret Management**: No hardcoded secrets, encrypted configuration
* **Code Signing**: Digital signatures for all code commits
#### Infrastructure Security
* **Infrastructure as Code**: All infrastructure defined in version-controlled code
* **Security Baselines**: Hardened base images and configurations
* **Network Segmentation**: Micro-segmentation with zero-trust principles
* **Encryption Everywhere**: End-to-end encryption for data and communications
### Continuous Security Monitoring
Real-time security monitoring and response:
```yaml theme={null}
# Example: Security monitoring configuration
security_monitoring:
threat_detection:
- unusual_access_patterns
- privilege_escalation_attempts
- data_exfiltration_indicators
- configuration_drift_detection
automated_response:
- account_lockout_on_suspicious_activity
- network_isolation_on_threat_detection
- incident_escalation_to_security_team
- evidence_preservation_for_investigation
compliance_monitoring:
- access_control_violations
- data_handling_policy_violations
- change_management_bypasses
- audit_log_integrity_checks
```
## Contribution Model & Client Autonomy
### Open Source Contribution Framework
Clients can contribute to and extend Amos while maintaining governance:
Develop fund-specific features in private repositories with full control over intellectual property.
Contribute generic improvements back to the community while maintaining competitive advantages.
Build proprietary system connectors with standardized interfaces and governance controls.
Maintain oversight of all changes through established review and approval processes.
### Escalation Model
Clear escalation paths for different types of issues and changes:
#### Technical Issues
1. **Level 1**: Internal team resolution with documentation
2. **Level 2**: Amos community support and knowledge base
3. **Level 3**: Amos engineering team consultation
4. **Level 4**: Emergency support with SLA guarantees
#### Governance Issues
1. **Policy Questions**: Internal compliance team review
2. **Regulatory Concerns**: Legal and compliance escalation
3. **Security Incidents**: CISO and security team involvement
4. **Audit Findings**: Executive leadership and board notification
### Recommended Branching Strategy
Structured branching strategy that supports governance while enabling innovation:
```mermaid theme={null}
graph TD
A[Main Branch] --> B[Release Branch]
A --> C[Development Branch]
C --> D[Feature Branches]
D --> E[Individual Contributions]
F[Client Fork] --> G[Client Development]
G --> H[Client Features]
H --> I[Private Extensions]
J[Community Contributions] --> C
K[Security Patches] --> A
style A fill:#4caf50
style F fill:#2196f3
style J fill:#ff9800
style K fill:#f44336
```
## Compliance Automation
### Automated Compliance Reporting
Amos automatically generates compliance reports and evidence:
```python theme={null}
# Example: Automated compliance report generation
def generate_compliance_report(period, framework):
"""Generate compliance evidence package"""
evidence = {
'access_controls': collect_access_evidence(period),
'change_management': collect_change_evidence(period),
'data_processing': collect_processing_evidence(period),
'security_controls': collect_security_evidence(period),
'audit_trails': collect_audit_evidence(period)
}
report = ComplianceReport(
framework=framework, # SOC2, ISO27001, etc.
period=period,
evidence=evidence,
attestations=collect_attestations()
)
return report.generate_package()
```
### Continuous Compliance Monitoring
Real-time compliance posture monitoring:
| Compliance Area | Monitoring Frequency | Alert Threshold | Remediation SLA |
| --------------------- | -------------------- | ------------------ | --------------- |
| **Access Controls** | Real-time | Any violation | 15 minutes |
| **Data Quality** | Every pipeline run | >1% degradation | 1 hour |
| **Change Management** | Every commit | Unapproved changes | Immediate |
| **Security Controls** | Continuous | Any security event | 5 minutes |
## Implementation Roadmap
### Phase 1: Foundation (Months 1-3)
* Implement basic RBAC and access controls
* Establish PR-based change management
* Set up audit logging and monitoring
* Configure compliance reporting
### Phase 2: Enhancement (Months 3-6)
* Implement advanced security controls
* Establish automated compliance monitoring
* Integrate with existing identity systems
* Develop custom governance policies
### Phase 3: Optimization (Months 6-12)
* Fine-tune access controls and policies
* Implement advanced threat detection
* Establish continuous compliance monitoring
* Optimize governance workflows
### Success Metrics
Track governance effectiveness through key metrics:
* **Access Control Effectiveness**: Zero unauthorized access incidents
* **Change Management Compliance**: 100% of changes follow PR process
* **Audit Readiness**: \< 24 hours to produce compliance evidence
* **Security Posture**: Zero critical security findings
* **Compliance Score**: >95% automated compliance validation
## Next Steps
Return to the open source assurance overview for a complete picture
Start planning your governance-ready Amos deployment
Learn how governance integrates with the Adapt → Align → Upgrade methodology
***
*Ready to implement enterprise-grade governance for your open source data platform? [Contact our team](/contact) to discuss your specific governance and compliance requirements.*