Ipek Ozkaya

Ipek Ozkaya, Principal Researcher at SEI, discusses Gen AI for Software Architecture with host. They explore AI's impact on architecture decisions, challenges in implementation, and nuances of different ML models. The conversation delves into using AI tools for decision-making, limitations, and the importance of human expertise in verifying responses. They reflect on future trends and the need for holistic system development in software architecture.

Ipek Ozkaya, technical director for AI-native software engineering at SEI, leads research on AI adoption and modernization. She discusses why AI investments often fail, how an AI adoption maturity model provides a roadmap, assessing fit-for-purpose AI and reengineering workflows, and measuring adoption and ROI beyond simple usage metrics.