The best enterprise content operations sit between AI-powered and human-centered — and knowing where that line falls is now a strategic skill.
It’s about automating processes without alienating customers and employees.
Human-centered means having people oversee AI output at critical moments along the journey from ideation to publishing and distribution.
Employees can spot content that reads as AI slop and revise it into something unique, on-brand and valuable.
Human review is just as important in avoiding localization mistakes, tone mismatches, and errors that cascade across multisite environments.
To properly balance AI and human capabilities:
1. Recognize your website’s long-term role
Customers researching big purchases know they can’t rely solely on what AI search results tell them.
Right now they click through citations to double-check sources, but in time they’re bound to trust AI-generated overviews and summaries more.
A human-centered digital strategy starts by determining how your website will serve people as AI search improves. We’ve developed the foundation for a new job description to help.
2. Build experiences for the bots’ ultimate bosses
The rise of bot traffic has created a potential misconception: that websites need to be designed primarily for AI agents.
That’s like designing a city for GPS systems, rather than the citizens using GPS to navigate them.
Here’s how to talk to your stakeholders, including senior leaders, about optimizing for what bots want while continuing to prioritize what humans need.
3. Ground your site in AI ‘grammar’
It’s easier to understand where AI ends and humans begin by treating AI agents as “first readers” of your content.
While a human reviewer is often checking sentence structure, word choice and flow, AI agents look for a different kind of grammar.
This guide will shorten the learning curve for developers and content teams alike.
4. Clarify where and how you’re using AI
If a customer clicks LinkedIn’s “Seems like AI slop” button or checks for a Claude watermark on your content, you’ve already failed.
A lot of AI has been deployed without fully thinking through what proper disclosure should look like, but it’s core to a human-centered approach.
Fortunately, it’s possible to catch up quickly.