Agency AI Pods: The Operating System for Creative, Media, and Analytics
WHAT YOU'LL LEARN
Define and deploy agentic pods—brief → produce → QA → report—with human gates to deliver at scale without losing brand quality.
Agentic pods are small, composable teams of AI workers plus human reviewers. They map to real agency work while capturing data for continuous improvement.
Pod patterns
- Creative Pod: concept expansion, variant generation, brand QA, rights checks
- Media Pod: budget pacing, creative/bid testing, anomaly detection
- Analytics Pod: attribution reconciliation, lift analysis, narrative reporting
Workflow contract
Inputs → steps → outputs → gates → KPIs. Each pod exposes an API and emits telemetry to the control plane.
Governance
- Model registry with lineage
- Prompt and policy versioning
- Reviewer assignment and SLA tracking
Start with one pod, measure lift, then replicate horizontally. Pods make the change legible to clients and buyers.
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