Matt Blumberg — CEO, Markup AI
Published:
I think the biggest challenge is going to be fragmentation: content production used to happen out of a team with a limited number of people and now happens out of every corner of the organization with everyone using different large language models. That’s why governance, a single source of truth, and control over the algorithm are things companies are going to have to really invest in.
What does Matt Blumberg say on The Agile Brand with Greg Kihlström?
Matt Blumberg, CEO, Markup AI, says: Greg Kihlström interviews Matt Blumberg, CEO of Markup AI, about the operational and governance challenges of deploying generative AI at enterprise scale. They cover how AI changes the production-quality equation, the need for "guardian agents" that enforce brand rules at machine speed, and the fragmentation risk as teams use different LLMs. The conversation centers on governance, single sources of truth, and the strategic opportunities unlocked by AI-driven content capabilities.
From: The Agile Brand with Greg Kihlström
Cite as: Matt Blumberg. (2026). On The Agile Brand with Greg Kihlström. Retrieved from https://research.agilebrandguide.com/insights/matt-blumberg-i-think-the-biggest-challenge-is-going-to-be-fragmentation