Marketing

Using AI to speed marketing production with human judgment

AI helps a demand generation and content team handle grunt work, fill blind spots, and accelerate content, outreach, and campaign production without outsourcing core thinking to the model.

Why the human is still essential here

Human judgment, instincts, and point of view remain essential to keep marketing output differentiated, strategic, and authentic rather than generic.

How people use this

Blog post first drafts

AI turns a content brief, audience, and rough angle into an initial blog or LinkedIn draft that marketers then sharpen with their own perspective and expertise.

ChatGPT / Claude

Outbound email sequence drafts

AI generates prospecting and nurture email variations for specific personas or offers so the team can move faster while still refining the final message manually.

HubSpot Campaign Assistant / Copy.ai

Campaign copy variations

AI produces multiple headlines, ad lines, landing page sections, and social captions from one campaign brief to speed testing and asset production.

Jasper / Canva Magic Write

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Opinion
LinkedIn

Using AI for just 10 minutes might be making you lazy and dumb.

Using AI for just 10 minutes might be making you lazy and dumb.

That's not a hot take.


That's the latest from Wired, citing research from Massachusetts Institute of Technology, University of Oxford, and UCLA.


They found that when people were given an AI assistant to solve problems, then had it taken away, they gave up faster and performed worse than people who never had it at all.


This isn't being talked about enough.


I use AI every day. Some days it feels like magic. It handles the grunt work, fills in my blind spots, and makes me faster at almost everything.


But here's what I've learned running a demand gen and content shop: AI is good at producing. It's not good at *thinking.*


The moment you let it replace your judgment, your instincts, your actual point of view, the output goes flat. It sounds like everyone else. Because it basically *is* everyone else, averaged out.


The best content, the best outreach, the best campaigns still come from a person with a real opinion who's actually willing to share it.


That part isn't changing.


#AI #Marketing #HumanFirst

SI
Steve IsaacsonFounder | Brand & Growth Leader
May 7, 2026