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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Markdown
# 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