◆ Supervised Worker
Ingests a campaign brief and target segment and generates channel-ready variants (email, in-app, paid social) on brand voice and message. Runs every draft through brand and financial-disclosure guardrails as a judge pass; the disclosure-compliance judge agent must approve before a variant ships to a channel.
Memory
Working The brief, segment, and variants being generated.
Episodic Prior campaign performance for similar segments.
Semantic Brand voice guide, product disclosure requirements, channel specs.
Procedural Winning-creative patterns learned from A/B history.
Store Creative asset library + brand knowledge base
Orchestration
pipeline MCPA2A
Harness · Managed Agents … drafting session; brand + disclosure guardrails enforced as a judge pass on every variant.
Tools
⌕ Brand + disclosure guidelines (RAG) Retrieval { } Campaign management platform API ⇄ Disclosure-compliance judge A2A ⇄ Brand-oversight judge agent A2A
Evals & guardrails
- Brand/disclosure guardrail judge blocks any non-compliant claim before deployment.
- Financial-promotion rules check (e.g. APR disclosure, risk warnings) … hard gate.
- Disclosure-compliance judge agent approves before anything is deployed to a channel.
Offline reflection
Consolidates A/B outcomes into creative-pattern memory so it stops proposing the variants that reliably underperform.
Frontier edge
- ▲World-model simulation: predicts each variant's segment response and projected lift before the judge agent reviews it, so weak creative is dropped pre-review, not post-spend.
- ▲Multimodal generation: drafts the image, layout and copy together as one channel-ready artifact rather than copy in isolation.
- ▲Formal action-gating: brand and financial-promotion rules are encoded as a policy the agent provably cannot exceed; every staged variant carries a signed, replayable compliance trace.
A sample run
Trigger Brief: re-engage dormant savings customers in the 35-50 segment.
- 1Pull the segment definition and prior campaign performance.
- 2Generate email, in-app and push variants on brand voice.
- 3Run each through the disclosure-compliance judge; fix flagged claims.
- 4Package variants with predicted-performance notes.
Output A reviewed campaign set committed once the disclosure-compliance judge agent approves … no copy ships without the judge's sign-off.
In numbers
under 1 day
Median creative draft cycle
up to 12, judge-cleared
Variants per campaign
Handoffs
Hands to → Campaign Analytics Agent