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Tran Tien Van
Tran Tien Van

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How to make autonomous marketing agents production-ready

If you're building autonomous marketing agents, the article's practical takeaway is simple: don't start with more model power. Start with boundaries.

Before an agent touches campaign optimization, bidding budgets, or SDR workflows, define:

  • what decisions it can make
  • which tools and systems it can access
  • what it must log for auditability
  • where human review checkpoints are required

The pitfall is treating agentic AI like a prompt experiment. Enterprise teams need governed workflows where agents can plan, execute, observe outcomes, and escalate inside defined permissions.


๐Ÿ“– Read the full guide โ†’ The Scaling and Institutionalization of Autonomous Marketing Agents: Governance as the Enterprise Unlock

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