AWS Service Control Policies (SCPs) are a component of AWS Organizations that enable centralized control over permissions and resource usage across multiple AWS accounts. In the context of FinOps, SCPs play a vital role in managing costs and enforcing financial governance within cloud environments.
Key Features and Functionality
Policy Structure and Syntax
SCPs use JSON syntax similar to IAM policies. They consist of:
- Version: Specifies the policy language version
- Statement: Contains one or more individual statements
Each statement includes:
- Effect: “Allow” or “Deny”
- Action: AWS service actions
- Resource: AWS resources to which the actions apply
Inheritance and Hierarchy
SCPs follow the AWS Organizations hierarchy:
- Root: Applies to all accounts in the organization
- Organizational Unit (OU): Applies to accounts within the OU
- Account: Applies directly to individual accounts
Policies are inherited down the hierarchy, with child OUs and accounts subject to all policies from parent levels.
Blacklist vs. Whitelist Approach
SCPs can be implemented using two approaches:
- Blacklist: Allow all actions by default, then explicitly deny specific actions
- Whitelist: Deny all actions by default, then explicitly allow specific actions
The choice between these approaches depends on an organization’s security posture and operational requirements.
Integration with IAM Policies
SCPs work in conjunction with IAM policies:
- SCPs set the upper limit of permissions
- IAM policies grant specific permissions within those limits
This layered approach provides granular control over user and role permissions while maintaining organizational-level restrictions.
Implementing SCPs for Cost Control
Limiting Resource Creation
SCPs can restrict the creation of costly resources:
{
"Version": "2012-10-17",
"Statement": [
{
"Effect": "Deny",
"Action": [
"ec2:RunInstances"
],
"Resource": "*",
"Condition": {
"StringEquals": {
"ec2:InstanceType": ["x1.32xlarge", "p3.16xlarge"]
}
}
}
]
}
This policy prevents the creation of expensive EC2 instance types across the organization.
Enforcing Tagging Policies
Implement mandatory tagging for cost allocation:
{
"Version": "2012-10-17",
"Statement": [
{
"Effect": "Deny",
"Action": [
"ec2:RunInstances"
],
"Resource": "arn:aws:ec2:*:*:instance/*",
"Condition": {
"StringNotLike": {
"aws:RequestTag/CostCenter": "*"
}
}
}
]
}
This policy ensures that all EC2 instances are tagged with a “CostCenter” tag at creation.
Restricting Expensive Services
Prevent access to services with high cost potential:
{
"Version": "2012-10-17",
"Statement": [
{
"Effect": "Deny",
"Action": [
"sagemaker:*",
"dlm:*"
],
"Resource": "*"
}
]
}
This policy blocks all actions related to SageMaker and Data Lifecycle Manager, which can incur significant costs if not properly managed.
Preventing Unintended Cost Escalation
Implement guardrails against accidental overspending:
{
"Version": "2012-10-17",
"Statement": [
{
"Effect": "Deny",
"Action": [
"ec2:ModifyReservedInstances",
"ec2:PurchaseReservedInstancesOffering"
],
"Resource": "*"
}
]
}
This policy prevents modifications or purchases of Reserved Instances, which require careful financial planning.
Best Practices for SCP Management
Gradual Implementation Strategy
- Start with a small set of non-intrusive policies
- Gradually expand coverage as you assess impact
- Communicate changes to affected teams and stakeholders
Regular Policy Reviews and Updates
- Schedule periodic reviews of SCP effectiveness
- Update policies to align with evolving business needs
- Remove obsolete restrictions to prevent operational bottlenecks
Testing and Validation Processes
- Use AWS Policy Simulator to test SCPs before deployment
- Implement SCPs in a test environment before production
- Monitor AWS CloudTrail logs to verify policy enforcement
Balancing Security and Flexibility
- Avoid overly restrictive policies that hinder innovation
- Implement exception processes for justified policy overrides
- Maintain a balance between cost control and operational agility
SCPs and Cloud Financial Management
Role in Enforcing Budgetary Constraints
SCPs act as a powerful tool for enforcing budget limits by:
- Preventing the creation of resources beyond allocated budgets
- Restricting access to services not included in approved spending plans
- Enforcing cost-saving measures across the organization
Supporting Multi-Account Strategies
In multi-account AWS environments, SCPs facilitate:
- Consistent policy enforcement across all accounts
- Tailored permissions for different account types (e.g., development, production)
- Centralized control over decentralized account structures
Enhancing Cost Allocation and Chargeback
SCPs contribute to improved cost management by:
- Enforcing tagging policies for accurate cost attribution
- Preventing unauthorized resource usage that complicates chargeback
- Supporting the implementation of shared responsibility models
Alignment with FinOps Principles
SCPs align with core FinOps principles by:
- Enabling centralized control over cloud spend
- Promoting accountability through enforced tagging and access controls
- Supporting continuous optimization of cloud resources
Challenges and Considerations
Potential Impact on Operational Workflows
- SCPs may inadvertently block legitimate workflows
- Teams may need to adjust processes to comply with new restrictions
- Careful planning is required to minimize disruption
Overcoming Resistance to Policy Enforcement
- Communicate the benefits of SCPs to all stakeholders
- Provide clear documentation and guidance on policy impacts
- Establish a feedback loop for addressing concerns and exceptions
Maintaining Visibility Across the Organization
- Implement comprehensive logging and monitoring
- Use AWS Config to track compliance with SCPs
- Regularly review and report on policy effectiveness
Scaling SCP Management in Large Environments
- Develop a standardized approach to policy creation and management
- Utilize AWS Organizations APIs for programmatic policy updates
- Implement version control for SCP management
Maximizing Value: SCPs in Your FinOps Strategy
Integration with Other AWS Cost Management Tools
Combine SCPs with:
- AWS Cost Explorer for detailed spend analysis
- AWS Budgets for proactive cost monitoring
- AWS Cost and Usage Report for comprehensive cost data
Measuring the Financial Impact of SCPs
- Track cost trends before and after SCP implementation
- Monitor compliance violations and associated cost savings
- Quantify the reduction in unauthorized or inefficient resource usage
Future Trends and Developments
Stay informed about:
- Enhancements to SCP functionality in AWS Organizations
- Integration with AI-driven cost optimization tools
- Evolving best practices in cloud financial management
Continuous Optimization of SCP Implementation
- Regularly assess the effectiveness of existing policies
- Adapt SCPs to changing business requirements and AWS service offerings
- Leverage community knowledge and shared experiences for improvement