Marketing

Governing agentic marketing workflows

Adobe Workfront and AI Collaborators let marketing teams give AI agents shared business context, approval rules, brand guardrails, and audit trails so agents can complete real work safely instead of only suggesting next steps.

Why the human is still essential here

Marketers still set governance policies, define brand standards, approve high-stakes outputs, and investigate exceptions; AI operates within those human-defined controls.

How people use this

Automated approval routing

An agent converts marketing requests into tasks, assigns reviewers, and enforces required approval steps before work can ship.

Adobe Workfront

Brand-guarded copy drafts

AI creates first drafts of ads, emails, and landing page copy using approved tone, terminology, and messaging rules.

Writer / Jasper

Compliance pre-screening

An agent checks assets for missing disclaimers, risky claims, and policy violations before they reach legal or brand review.

Adobe GenStudio / Adobe Workfront

Need Help Implementing AI in Your Organization?

I help companies navigate AI adoption -- from strategy to production. Whether you are building your first LLM-powered feature or scaling an agentic system, I can help you get it right.

LLM Orchestration

Design and build LLM-powered products and agentic systems

AI Strategy

Go from idea to production with a clear implementation roadmap

Compliance & Safety

Build AI with human-in-the-loop in regulated environments

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Latest community stories (1)

News

Blog

Human-Agent Work and AI Governance for Marketing

Enterprises are shifting to a new operating model where agents participate in work alongside marketers to complete tasks, and return with final results instead of suggestions.

We call this human-agent work. Rather than a copilot that gets consulted, agents act as true participants and operate in the same systems, draw on the same context, and are held to the same standards as your team. However, few enterprises — and even fewer marketing organizations — have the infrastructure ready to adopt this new model.

Ravi DuddukuruSr. Director, Product Marketing, GenStudio Solution

Aug 11, 2026