Continuous Planning & Compliance Integration
Threat modeling at feature level, automated compliance tracking with policy-as-code, and compliance checks integrated into planning workflow.
Business Value
Reduces compliance audit preparation time by 75% and provides real-time policy violation detection with 99% accuracy through automated evidence collection
DORA Impact
- Lead Time
- Deployment Frequency
Key Features
- Policy-as-Code in Planning
- Automated Threat Modeling
- Automated Compliance Evidence Collection
- Automated Risk-Based Prioritization
- Regulatory Change Gates
Who
When
Acceleration (90-180 days)
Capabilities in This Epic
Policy-as-Code in Planning
>= 80% of planning templates integrate OPA/Kyverno policies validating security, compliance, cost constraints.
Automated Threat Modeling
>= 70% of features auto-analyzed for threats using STRIDE templates integrated into planning workflow.
Automated Compliance Evidence Collection
>= 85% of compliance requirements auto-tracked with evidence artifacts linked to work items (SOC2, HIPAA, PCI).
Automated Risk-Based Prioritization
>= 75% of backlog items auto-scored for risk (security, technical debt, business impact) informing prioritization.
Regulatory Change Gates
>= 90% of changes touching regulated systems (PII, PHI, PCI) require automated regulatory checklist approval.
Implementation Journey
Prerequisites
Complete these before starting:
- Plan governance epic complete (DoD, NFRs, retrospectives)
- Compliance requirements documented
- Policy enforcement needs identified
Typical Timeline
4 weeks
Effort Estimate
Breakdown by role:
Team Composition
Cross-functional team including: security, product, platform, exec
Applicable Environments
Success Metrics
Entry Criteria
Prerequisites to start implementing this epic:
Exit Criteria
Criteria defined at the Acceleration milestone level:
DORA Metrics Impact
Resources
Implementation Kit
Step-by-step guide, templates, and tools for this epic
View Continuous Planning & Compliance Integration Implementation KitCommon Pitfalls
Mitigation: Automate policy checks in CI/CD. Block deployments failing policies. Generate compliance reports automatically.
Mitigation: Grace period for new policies (e.g., 2 sprints). Announce in advance. Provide migration guides and tooling.
Mitigation: Centralize evidence in compliance dashboard. Auto-collect from CI/CD. Maintain evidence for required retention period.
Next Steps
After Completing This Epic
Once you've met all exit criteria, consider these next steps:
- Review metrics to validate DORA improvements
- Document lessons learned and update team playbooks
- Share success stories with other teams
Alternative Paths
Other epics that can be tackled in parallel: