Asset lifecycle
Generated assets should not live forever by default. Define how drafts become approved Media Library files, how rejected variations are removed, and how campaign-specific assets expire when offers, seasons, product packaging, or brand direction changes.
Metadata and cleanup
Approved assets should have descriptive filenames, alt text, prompt or source notes, rights review, owner, intended placement, and review date. Pair this with Image Studio Asset Review, Content and SEO Workflows, and the Media Library tutorial.
Reuse decision
Before reusing an older generated asset, check product accuracy, campaign context, brand fit, licensing notes, and whether the image implies outdated claims or offers. Remove assets that are no longer safe for product, campaign, or support use.
Owner and cadence
- Primary owner: operations lead for the affected workflow, watcher, agent, playbook, or custom tool.
- Review cadence: before first run, after failed runs, after provider changes, and during monthly automation review.
- Escalate when generated assets lack rights notes, alt text, owner, expiry context, or safe reuse decision.
Production checklist
- Record filename, alt text, rights note, owner, intended placement, campaign context, and review date for approved generated assets.
- Remove rejected variations and review campaign-specific assets when offers, packaging, seasons, or brand direction change.
- Define trigger, owner, input data, output, approval requirement, retry behavior, failure notification, and kill switch before enabling automation.
- Start with read-only runs or staging examples until the team has reviewed successful traces and audit records.
Acceptance checks
- Generated assets can be reused only when product accuracy, rights, brand fit, and campaign context remain valid.
- Expired or unsafe assets are removed from production paths and no longer appear in reuse workflows.
- The workflow or agent has a named owner who can pause it and explain its last run.
- Failures produce enough audit, diagnostics, and notification context for another operator to respond.
Common mistakes
- Reusing old generated assets after offers, product packaging, campaign context, or rights assumptions have changed.
- Turning a useful prompt into automation before defining trigger, owner, input scope, approval rule, and failure handling.
- Ignoring noisy alerts or failed runs until operators stop trusting the workflow surface.
Related operations
- Start with Image Studio Asset Review.
- Complete upload handoff with the Media Library tutorial.
- Use Workflow Safety before enabling recurring automation.
- Use Automation Safe Mode and Kill Switches before production automation rollout.
- Review Audit Log Review after the first production runs.
- Use Model Evaluation and Regression Review before broad agent or workflow rollout.
- Use Playbooks and Quick Actions for repeatable structured tasks.
- Use Prompt Template Governance before sharing reusable instructions.
- Use Playbook Import Export and Agency Reuse before reusing client workflows.
- Use Tool Validation and Schema Testing before exposing custom tools.
- Use Webhook and External Service Security before sending data outside WordPress.
- Use Insights and Reporting Review before acting on AI summaries.
- Use Content and SEO Workflows before AI-assisted publishing work.
- Use Localization and Translation Review before publishing multilingual copy.
- Use Media Library Asset Lifecycle before reusing generated assets.
- Use Marketing Studio Campaign Review before campaign launches.
- Use Analytics Attribution Review before acting on campaign summaries.