Architecting the AI-Ready Enterprise: Why Practitioner Skills Beat Certification Badges
Architecture & Governance Magazine, Monday, May 25th, 2026
Enterprise architects need practical skills and real-world experience to succeed in AI transformation, not just certification badges.
The article argues that traditional exam-based EA certifications fail to prepare architects for the complexity of modern AI integration and transformation. While certified architects understand frameworks theoretically, they often lack the practical skills to handle real enterprise scenarios, decompose complex systems, and make architectural decisions under ambiguity.
The author, Sam Holcman, advocates for practitioner-based training that develops architects through hands-on experience with actual enterprise problems rather than multiple-choice exams.
Organizations investing in practical EA development gain a competitive advantage in AI transformation, as their architects can apply methodologies effectively and adapt in real time. The piece challenges EA leaders to prioritize developing architects who can execute, not just those who hold credentials.