TechnicalJanuary 15, 202612 min read

Policy Artifacts: Building Immutable Contracts for AI Behavior

SOVR Engineering
SOVR.AI

What Are Policy Artifacts?


Policy Artifacts are the foundational building blocks of SOVR's Responsibility Layer. They're declarative documents that specify:

  • What actions AI can perform
  • Under what conditions
  • With what constraints
  • Requiring what approvals

  • Design Principles


    1. Immutability

    Once a policy version is deployed, it cannot be modified. Changes require creating a new version, ensuring complete audit trails.


    2. Composability

    Policies can inherit from and extend other policies, enabling organizational hierarchies and role-based customization.


    3. Verifiability

    Every policy is cryptographically signed, allowing any party to verify its authenticity and integrity.


    Anatomy of a Policy Artifact


    # policy_artifact_v2.yaml

    metadata:

    name: "finance-ai-policy"

    version: "2.1.0"

    author: "security-team"

    signature: "0x7f8a...9b2c"

    expires: "2026-12-31T23:59:59Z"


    inherits:

    - "[email protected]"


    rules:

    - name: "payment-approval"

    action: "execute_payment"

    effect: REQUIRE_APPROVAL

    conditions:

    amount_gt: 1000


    - name: "data-export-block"

    action: "export_data"

    resource: "pii_tables"

    effect: DENY

    unless: "compliance_approved"


    Versioning Strategy


    We use semantic versioning with additional metadata:


  • **Major**: Breaking changes to rule structure
  • **Minor**: New rules or conditions added
  • **Patch**: Documentation or metadata updates

  • Version Lifecycle


    1. **Draft**: Policy under development, not enforced

    2. **Staged**: Ready for deployment, pending approval

    3. **Active**: Currently enforced

    4. **Deprecated**: Scheduled for retirement

    5. **Archived**: Historical reference only


    Cryptographic Signing


    Every policy artifact includes:

  • SHA-256 hash of content
  • Ed25519 signature from authorized key
  • Timestamp from trusted time source
  • Chain of custody metadata

  • This enables:

  • Tamper detection
  • Non-repudiation
  • Compliance proof

  • Deployment Workflow


    1. Author creates policy in YAML/JSON

    2. Policy passes schema validation

    3. Eval Gate runs simulation tests

    4. Authorized signer approves and signs

    5. Policy deployed to enforcement layer

    6. All agents receive updated rules


    Best Practices


  • Start with restrictive policies, loosen as needed
  • Use inheritance for organizational consistency
  • Set expiration dates to force regular review
  • Test policies in sandbox before production

  • Try the Policy Editor →


    Ready to Free Your Eyes?

    Start using SOVR's Responsibility Layer today.