As content teams face increasing pressure to scale their efforts—often with the help of AI—having a governance framework is critical to ensure consistency, quality, and brand integrity.
In this #ContentChat recap, host Erika Heald is joined by guest Maureen Jann, Director of Marketing at Anunta, to explore content governance and the essentials that your team needs to optimize your content engine. Erika shares insights from her decades of experience, including a case study at Charles Schwab, and previews her new book, Content Foundations.
Watch the full conversation on YouTube, or read the highlights below.
What Is Content Governance?
Content governance is often misunderstood. Erika described her early perception of governance as something bureaucratic—“brand police” enforcing rules with little practical value. But her view evolved as she realized governance is the bridge between strategy and execution.
“Content governance is the operating system for your content program. It connects your content strategy to the day-to-day execution.”
—Erika Heald
In practice, content governance is the system of roles, workflows, standards, and tools that ensure your content supports your goals and stays aligned with your brand. It provides clarity, especially when multiple contributors—or AI tools—are in the mix.
“If content is your product, governance is quality control.”—Maureen Jann
Why Governance Breaks Down Without Clear Communication
Even the best-intentioned governance efforts can fail when they don’t reach the people doing the work. Maureen noted that large organizations often document governance, but fail to socialize it effectively with writers and creators.
Erika emphasized the role of brand voice charts, which interpret abstract brand values into specific do’s and don’ts for content creation.
“You can’t expect a team to be ‘irreverent’ if that means something different to everyone.”—Erika Heald
“Governance ensures different voices still sound like one brand. It’s your safety net as you scale.”—Erika Heald
How AI Can Reinforce Content Governance
AI is an incredible productivity booster, but only if trained well. Erika explained how teams can scale their content output while maintaining quality by training AI tools on their brand voice, tone, and style standards.
Custom GPTs or brand-trained assistants can help non-writers like sales reps or customer support create better, more consistent content on their own.
“People are more likely to accept suggestions from a friendly AI than from a redlined doc.”—Erika Heald
“AI can give non-writers the coaching they need, without adding friction or judgment.”—Maureen Jann
Writing great AI prompts for content marketing is also essential for yielding quality outputs, as Pam Didner discussed on a past #ContentChat.
Why Existing Tools Fall Short of True Governance
While governance is increasingly critical, today’s tools are still catching up. Erika explained that most content governance platforms cover only part of the process—whether it’s workflows, brand review, or content approvals—but not the entire picture.
“We need an all-in-one content governance platform. Right now, it’s all duct tape and wishful thinking.”—Erika Heald
Until then, content teams must integrate multiple tools, create internal processes, and maintain shared standards to bridge the gap.
How To Build a Governance Framework That Scales
If your team doesn’t have a governance plan in place yet, don’t panic. Erika recommends starting with a content audit and building a simple brand voice chart. Then, define core workflows, document roles, and gradually build scalable templates and standards.
“Governance isn’t a one-time project. It evolves as your content and team evolve.”—Erika Heald
And don’t forget—train your AI with the same materials you give your team.
Key Takeaways
- Content governance connects strategy to execution and ensures content quality at scale.
- Brand voice charts are essential for aligning human and AI creators.
- AI can support governance if trained with the right inputs.
- Most tools today don’t fully support content governance—internal processes still matter.
- Start by documenting workflows and translating brand values into actionable content guidelines.
Get your content governance blueprint—including guidance, templates, and workflows—in Content Foundations.
