S4: Governance
Members only — Requires Practitioner credential. ~60 minutes with Addie. Combines hands-on lab and adaptive exam.
What you’ll demonstrate
- Create, update, list, and delete content standards
- Create, update, list, and delete property lists
- Calibrate content against standards and interpret results
- Create and validate campaign plans with budget authority and policy configuration
- Execute the full governance loop:
sync_plans,check_governance(proposed + committed),report_plan_outcome - Use the policy registry to resolve and apply compliance policies
- Interpret audit logs and reason about drift metrics
- Explain how governance domains compose — campaign, property, content standards, creative
Prerequisite reading
Core governance tasks
property_lists
Create and manage property lists for inclusion/exclusion filtering.
create_content_standards
Define brand-specific content standards for automated compliance.
calibrate_content
Test whether content meets defined standards before placement.
validate_property_delivery
Verify that ads were delivered to authorized properties.
sync_plans
Create and update campaign plans that define authorized parameters.
check_governance
Validate proposed and committed actions against the campaign plan.
report_plan_outcome
Report confirmed outcomes and commit budget against the plan.
get_plan_audit_logs
Review governance decisions, findings, and drift metrics.
Supporting concepts
Governance overview
The governance protocol: property, content standards, creative, and campaign governance.
Campaign governance
Multi-party validation, budget authority, governance modes, and the trust model.
Campaign governance safety model
Three-party trust model: orchestrator, governance agent, and seller.
Campaign governance specification
Full technical specification: validation categories, enforcement levels, budget tracking.
Policy registry
Community-maintained compliance policies: regulations (COPPA, GDPR, HFSS) and standards (alcohol, pharma).
Property governance
Identity, authorization, and data enrichment for publishers.
Content standards overview
How content standards work: calibration, local execution, and validation.
Content standards implementation
Implementation guide for content standards.
Content artifacts
Artifacts generated during content evaluation.
Creative governance
Creative quality, compliance, and feature analysis.
Provenance verification
Verifying AI creative provenance and disclosure.
get_creative_features
Analyzing creative features for compliance evaluation.
validate_content_delivery
Post-delivery content validation.
get_media_buy_artifacts
Retrieving evaluation artifacts for audit and review.
Lab exercises
- Content standards lifecycle — Create, update, and manage content standards for a fictional brand
- Property list management — Create inclusion and exclusion lists for supply path control
- Content calibration — Calibrate sample content against your standards and interpret results
- Compliance verification — Verify that sandbox campaign deliveries meet governance requirements
- Campaign governance lifecycle — Create a campaign plan, validate actions (proposed + committed), handle denials and conditions, report outcomes, and review audit logs
- Policy resolution and compliance — Resolve policies from the registry, configure jurisdiction-scoped enforcement, verify that violations are caught
Assessment
Passing threshold: 70%.
Start this module
Start S4 with Addie
“I’d like to start the governance specialist module.”