How to Effectively Use AI in Content Workflows

The Gap Between Recognition and Action

Enterprise organizations overwhelmingly recognize that AI will reshape how they work. But recognition and execution are two very different things.

The Microwave Analogy

AI technology can be compared to a microwave: it does specific things well, it has lasting impact, but it's only as good as how it's used. A microwave can reheat leftovers brilliantly or ruin a steak. The tool is not the problem—how you apply it determines the outcome.

This means AI must be used intentionally at the individual level. Every team member needs to understand what AI does well, where it falls short, and how to apply it to their specific workflows to create genuine value.

Orchestration Is the Critical Piece

Individual AI tools deliver value on their own. But strategic orchestration across the organization is what multiplies that impact. Without orchestration, you end up with disconnected point solutions that create more complexity rather than reducing it.

• AI must be used intentionally at the individual level
• Strategic orchestration across the organization multiplies impact
• Without orchestration, AI creates complexity instead of reducing it
• Success requires aligning AI capabilities with organizational goals

Based on the presentation from Chaney Moore and Matt Dichter, this approach emphasizes that integrating AI into content workflows is not a technology project—it's an organizational transformation that requires both individual skill-building and enterprise-level coordination.