Knowledge & reasoning / PROPOSED CONCEPT

Campaign content studio.

On-brand drafts. Approval before anything is published.

Proposed concept — not a released product or client work.

Prototype candidateMarketing ↗Cross-sector ↗Retail ↗Media ↗

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Concept illustration of a glass screen with abstract content cards beside ceramic colour swatches and a megaphone. — Illustrative AI image

The opportunity

A real need.
A considered response.

Small teams need many versions of the same message for different channels and audiences. A studio drafts from the brand guide and approved facts, then routes each version to a reviewer before anything is published.

DESIGNED AROUND

Marketing teams producing campaign copy, social posts and email variations.

The experience

What this could make possible.

Brand voice and fact library

Channel-specific variations

Claim check against approved facts

Review and approval queue

Write the campaign brief

Generate channel drafts

Check claims and tone

Approve and schedule

Under the surface

The engineering
behind the experience.

Architecture is a starting hypothesis. Discovery and representative tests decide what belongs in the first build.

POTENTIAL CONNECTIONSBrand guidelinesContent calendarEmail or social scheduling tool

01Architecture to explore

Generation grounded in a maintained brand and facts library
Claim checking with links to the approved source
Versioned approvals with an audit trail

02Integration dependencies

Brand guidelines, Content calendar, Email or social scheduling tool. Confirm access, data ownership, update frequency and failure behaviour during discovery.

03Validation and human control

Track editing time per draft, claims flagged before review and the time from brief to approval. Nothing is published automatically. Product claims, prices and legal statements always need human approval.

A useful first step

Start small.
Learn something real.

One campaign across three channels, with a reviewer scoring every draft against the brand guide.

Evidence to look for

Track editing time per draft, claims flagged before review and the time from brief to approval.

A boundary to design for

Nothing is published automatically. Product claims, prices and legal statements always need human approval.

Proposed scope, not a delivery commitment. Data, permissions, operational constraints and sector requirements need review before implementation.

Connected capabilities

Generative AI & LLM Development Product Design & UX Engineering AI Evaluation & Optimisation

Research behind the direction

AnthropicDemystifying evals for AI agents ↗AnthropicBuilding effective agents ↗

These sources inform technical possibilities. They do not demonstrate a Tomatrix deployment or endorse this proposed product.

From possibility to a conversation

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your starting point.

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What would you like to improve?

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PRODUCT EXPLORATION: Campaign content studio

Status: Proposed concept — scope and feasibility to be agreed.

Our context:
To be discussed.

Who this could help:
Marketing teams producing campaign copy, social posts and email variations.

A useful first pilot:
One campaign across three channels, with a reviewer scoring every draft against the brand guide.

What to evaluate:
Track editing time per draft, claims flagged before review and the time from brief to approval.

Important boundary:
Nothing is published automatically. Product claims, prices and legal statements always need human approval.

Integrations to explore:
Brand guidelines, Content calendar, Email or social scheduling tool

Concept reference: /products/campaign-content-studio

Keep exploring

Related possibilities.

Back to the library

Campaign content studio.

A real need.
A considered response.