Description
Implement a policy orchestration layer that enables programmable, composable governance building blocks.
Features
Policy-as-Code
- Version-controlled policy definitions in YAML/JSON
- Testable policies with unit tests
- Policy validation and linting
Composable Policies
- Policy inheritance (base policies with domain-specific overrides)
- Policy composition for complex scenarios
- Conflict resolution for overlapping rules
Hot Reload
- Update policies without service restart
- Policy versioning and rollback
- Gradual rollout support
Policy Types
- Access policies (who/what can access which data)
- Transformation policies (how data can be modified)
- Output policies (what AI can generate)
- Retention policies (how long data/logs are kept)
- Escalation policies (when human intervention required)
API Design
POST /api/v1/governance/policies
GET /api/v1/governance/policies
POST /api/v1/governance/policies/compose
POST /api/v1/governance/policies/simulate
Example Policy
policy:
name: financial_advisory
inherits: base_compliance
context_requirements:
data_classification: [internal, confidential]
user_role: [financial_advisor, compliance_officer]
guardrails:
- type: output_filter
config:
require_disclaimer: true
block_specific_advice: true
- type: audit
config:
log_level: full
retention_days: 2555 # 7 years
Acceptance Criteria
Description
Implement a policy orchestration layer that enables programmable, composable governance building blocks.
Features
Policy-as-Code
Composable Policies
Hot Reload
Policy Types
API Design
Example Policy
Acceptance Criteria