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When AI Runs the Workflows, MOps Needs to Think Bigger

Moni Oloyede’s recent MarTech article, “When AI runs the workflows, what happens to MOps?”, raises a very relevant question for every marketing operations team today. If AI can increasingly manage workflows, lead scoring, enrichment, orchestration, and even parts of CRM hygiene, what happens to the people who have traditionally owned all of this? It is…

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Lead scoring is no longer just a scoring problem

For many B2B marketing teams, lead scoring started as a simple promise: give sales a clearer way to prioritize follow-up. Over time, however, that promise has become harder to keep. As databases grow, buying journeys become more complex, product usage becomes part of the demand signal, and sales teams ask for more explainability, traditional lead…

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AI Can Build Emails. Marketing Ops Still Has to Build the System.

A recent conversation among marketing operations practitioners captured something many teams are quietly discovering. A marketer had a set of HubSpot marketing emails already written in a document. The ask was simple: take the approved copy, header banner, and formatting direction, and turn them into HubSpot marketing emails. An AI browser assistant was used to…

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Marketing Operations Has Changed. Your Support Model Should Too.

For years, Marketing Operations support meant one thing: campaign execution. Build the emails. Create the landing pages. Clean the lists. Fix the forms. Keep Marketo, HubSpot, or Salesforce running without breaking anything. That work still matters — more than ever, actually. But the role of MOps has grown way beyond getting campaigns out the door.…

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