The AI Accountability Gap in B2B Marketing, with Holly Enneking

AI is helping marketing teams create more content than ever, but no one agrees on who's responsible when it's inaccurate or misses the mark. In this episode, Holly Enneking , VP of Marketing at Markup AI , discusses the accountability gap sitting at the center of every AI-powered content workflow. With data from a new research report, she reveals why 92% of marketers are using AI more, yet only 44% actually trust the output, and why the disconnect between executive confidence and practitioner reality is creating serious risk for B2B brands. Holly explains where AI quality breaks down most (it's in content amplification across channels), how shadow AI is spreading unchecked across marketing teams, and what immediate steps marketers can take to build governance frameworks that hold up. Key Takeaways: Why increased AI use reveals persistent trust issues in content quality Why C-suite confidence contrasts with marketers' concerns over AI output How to ensure AI-generated content meets standards Timestamps: (00:00) Introduction (01:23) Holly's background in B2B marketing (03:52) What the AI content accountability gap looks like (06:38) Key data findings: 92% using AI more, but trust is low (07:43) Where AI quality breaks down: content amplification (11:11) Immediate steps to build your compliance framework (12:45) Who owns AI content governance in your org (14:14) Emerging roles and the rise of AI guardian agents (16:27) Managing shadow AI without killing experimentation (23:07) Why AI was adopted for quality, not speed, and fell short Markup AI Survey Report: Check out the ebook " Trust Issues: How SaaS and AI-Native Brands Can Beat AI Credibility Fatigue" by PANBlast:

You can listen to The AI Accountability Gap in B2B Marketing, with Holly Enneking online on Radio and Podcast. Open the player on this page to stream the available audio.

The AI Accountability Gap in B2B Marketing, with Holly Enneking is an episode from SaaS Half Full by Anna Roolf.

This episode is 28:24 long.

This episode was published on May 5, 2026.

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