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sf-agent-framework

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AI Agent Orchestration Framework for Salesforce Development - Two-phase architecture with 70% context reduction

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# Salesforce Governance Models ## Overview Governance models provide structured frameworks for managing, controlling, and optimizing Salesforce implementations to ensure alignment with business objectives while maintaining security, compliance, and quality. ## Governance Framework Components ### Strategic Governance - **Vision and Strategy**: Long-term platform direction - **Investment Decisions**: Budget allocation and ROI - **Business Alignment**: Platform supports business goals - **Risk Management**: Enterprise risk mitigation - **Performance Measurement**: Success metrics and KPIs ### Operational Governance - **Change Management**: Controlled modifications - **Release Management**: Deployment coordination - **Incident Management**: Issue resolution - **Service Management**: Support and maintenance - **Capacity Management**: Resource optimization ### Technical Governance - **Architecture Standards**: Design principles - **Development Standards**: Coding guidelines - **Integration Standards**: API governance - **Security Standards**: Access and data protection - **Quality Standards**: Testing and validation ## Governance Models ### Centralized Governance Model **Characteristics**: - Single governing body for all decisions - Standardized processes across organization - Consistent platform implementation - Central budget and resource control **Pros**: - Strong control and standardization - Efficient resource utilization - Consistent user experience - Simplified vendor management **Cons**: - Potential bottlenecks - Less flexibility for business units - May not address unique needs - Slower response to local requirements **Best For**: - Smaller organizations - Highly regulated industries - Organizations with similar business units ### Federated Governance Model **Characteristics**: - Distributed decision-making - Business unit autonomy - Central standards with local implementation - Shared resources and knowledge **Pros**: - Business unit flexibility - Faster local decision-making - Addresses unique requirements - Promotes innovation **Cons**: - Potential inconsistency - Resource duplication - Complex coordination - Higher overall costs **Best For**: - Large enterprises - Diverse business units - Global organizations - Acquisitive companies ### Hybrid Governance Model **Characteristics**: - Central control for core elements - Local control for specific needs - Balanced approach - Flexible framework **Pros**: - Balance of control and flexibility - Standardization where needed - Local innovation possible - Efficient resource use **Cons**: - Complex governance structure - Requires clear boundaries - Potential conflicts - Needs strong coordination **Best For**: - Medium to large organizations - Mixed business requirements - Evolving organizations ## Governance Structure ### Executive Steering Committee **Purpose**: Strategic oversight and decision-making **Responsibilities**: - Platform vision and strategy - Investment approval - Priority setting - Conflict resolution - Success measurement **Composition**: - C-level executives - Business unit leaders - IT leadership - Finance representation ### Architecture Review Board **Purpose**: Technical standards and design governance **Responsibilities**: - Architecture standards - Design pattern approval - Technical debt management - Technology evaluation - Integration governance **Composition**: - Chief Architect - Solution Architects - Technical Leads - Security Officer ### Change Advisory Board (CAB) **Purpose**: Change control and release management **Responsibilities**: - Change request evaluation - Release scheduling - Risk assessment - Deployment approval - Rollback decisions **Composition**: - Release Manager - Technical Representatives - Business Representatives - Quality Assurance ### Center of Excellence (CoE) **Purpose**: Best practices and platform optimization **Responsibilities**: - Standards development - Training and enablement - Innovation initiatives - Knowledge management - Community building **Composition**: - CoE Director - Platform Experts - Business Analysts - Training Specialists ## Governance Processes ### Request Management **Intake Process**: 1. Request submission 2. Initial assessment 3. Business case development 4. Technical evaluation 5. Approval workflow 6. Resource assignment 7. Delivery tracking **Prioritization Criteria**: - Business value - Strategic alignment - Risk mitigation - Compliance requirements - Resource availability ### Change Management **Change Types**: - **Standard Changes**: Pre-approved, low risk - **Normal Changes**: Require CAB approval - **Emergency Changes**: Expedited process - **Major Changes**: Significant impact **Change Process**: 1. Change request 2. Impact assessment 3. Approval workflow 4. Implementation planning 5. Testing validation 6. Deployment execution 7. Post-implementation review ### Release Management **Release Strategy**: - **Agile Releases**: Sprint-based deployments - **Scheduled Releases**: Regular calendar - **Emergency Releases**: Critical fixes - **Major Releases**: Significant updates **Release Process**: 1. Release planning 2. Development completion 3. Testing cycles 4. UAT sign-off 5. Deployment preparation 6. Production deployment 7. Post-release validation ## Data Governance ### Data Governance Framework - **Data Ownership**: Clear accountability - **Data Standards**: Consistent definitions - **Data Quality**: Validation and cleansing - **Data Security**: Protection and privacy - **Data Lifecycle**: Retention and archival ### Master Data Management - **Single Source of Truth**: Authoritative data source - **Data Integration**: Synchronized systems - **Data Hierarchy**: Parent-child relationships - **Reference Data**: Shared lookup values - **Data Stewardship**: Ongoing maintenance ### Data Quality Management - **Data Profiling**: Current state analysis - **Validation Rules**: Preventive controls - **Cleansing Processes**: Corrective actions - **Monitoring**: Ongoing quality checks - **Reporting**: Quality metrics ## Security Governance ### Security Framework - **Access Control**: User permissions - **Data Protection**: Encryption and masking - **Compliance**: Regulatory requirements - **Monitoring**: Security events - **Incident Response**: Security breaches ### Identity and Access Management - **User Provisioning**: Onboarding process - **Role Management**: Permission model - **Authentication**: Login security - **Authorization**: Access control - **De-provisioning**: Offboarding process ### Compliance Management - **Regulatory Mapping**: Requirements identification - **Control Implementation**: Security measures - **Audit Preparation**: Evidence collection - **Risk Assessment**: Vulnerability analysis - **Remediation**: Issue resolution ## Performance Governance ### Performance Standards - **Response Time**: Page load targets - **Availability**: Uptime requirements - **Scalability**: Growth capacity - **Throughput**: Transaction volumes - **Resource Usage**: Optimization targets ### Monitoring and Optimization - **Real-time Monitoring**: Performance dashboards - **Alerting**: Threshold notifications - **Capacity Planning**: Future needs - **Optimization**: Continuous improvement - **Reporting**: Performance metrics ## Governance Metrics ### Operational Metrics - **Change Success Rate**: Successful deployments - **Incident Volume**: Support tickets - **Resolution Time**: Issue closure - **Compliance Rate**: Policy adherence - **User Satisfaction**: Survey results ### Business Metrics - **Platform ROI**: Value delivered - **Adoption Rate**: User engagement - **Process Efficiency**: Time savings - **Quality Metrics**: Error rates - **Innovation Index**: New capabilities ### Governance Effectiveness - **Decision Speed**: Time to approve - **Standard Compliance**: Adherence rate - **Risk Mitigation**: Issues prevented - **Resource Efficiency**: Utilization rate - **Stakeholder Satisfaction**: Feedback scores ## Implementation Roadmap ### Phase 1: Foundation (0-3 months) - Define governance charter - Establish core committees - Create initial standards - Implement basic processes - Quick wins identification ### Phase 2: Expansion (3-6 months) - Expand committee structure - Develop detailed standards - Implement tools - Training programs - Process refinement ### Phase 3: Maturation (6-12 months) - Full governance implementation - Metrics and reporting - Continuous improvement - Innovation programs - Community building ### Phase 4: Optimization (12+ months) - Advanced automation - Predictive analytics - Strategic partnerships - Platform evolution - Governance evolution ## Best Practices ### Governance Success Factors 1. **Executive Support**: Visible leadership commitment 2. **Clear Charter**: Defined roles and responsibilities 3. **Right-Sized**: Appropriate to organization 4. **Flexible Framework**: Adaptable to change 5. **Value Focus**: Business outcome orientation ### Common Pitfalls - Over-governance creating bottlenecks - Under-governance causing chaos - Lack of enforcement - Poor communication - Resistance to standards ### Recommendations 1. Start simple and evolve 2. Focus on value delivery 3. Ensure stakeholder buy-in 4. Measure and adjust 5. Celebrate successes 6. Learn from failures 7. Stay current with platform 8. Build strong partnerships 9. Invest in people 10. Plan for sustainability