#governance

A March 2026 survey of 650 enterprise technology leaders found 78% have at least one agent pilot running while only 14% have scaled any to production, according to [Demand Gen Report](https://www.demandgenreport.com/demanding-views/the-agent-debate-is-asking-the-wrong-question/53908/).

The debate on AI agents divides into two positions. One holds that agents fail because pilots succeed in demos yet stall in production.

AI is changing what the CMS is expected to do. The CMS is becoming the control layer for how brands are discovered, understood, personalized, and transacted across human and machine experiences according to [MarTech](https://martech.org/the-cms-is-becoming-the-ai-operating-system-for-brands/).

For years the CMS was a publishing platform where marketers created content, editors approved it, and customers consumed it on websites. That model is evolving.

Vibe coding lets more people build software through natural-language prompts instead of traditional programming. This approach speeds experimentation and delivery for marketing technology teams. Organizations must still secure, maintain, validate, and document the software they ship, according to [MarTech](https://martech.org/how-to-make-vibe-coding-sustainable-inside-the-enterprise/).

AI tools generate code faster than humans can write it.