AI Enablement at Scale: How to Lead an Organization Through a Successful AI Transformation
As AI rapidly moves from experimentation to a core organizational capability, many companies struggle not with models or tools—but with transformation itself. In this talk, Svetlana Stogni shares real-world experiences of leading AI enablement transformations at the organizational level. You will learn how to assess AI readiness, review existing PDLC processes, run rapid assessments, and establish continuous health monitoring to guide sustainable change. The session covers practical approaches to AI tools and platform setup, driving adoption across teams, defining performance and productivity metrics, and building an effective AI coaching program. Svetlana will also openly discuss challenges encountered along the way, common pitfalls, and proven workarounds that helped teams move forward. This presentation is for leaders who understand that AI success depends not only on technology, but on how thoughtfully and intentionally the transformation is executed.
Svetlana Stogni is an experienced technology leader and transformation expert with a strong background in quality engineering, organizational transformation, and the practical adoption of AI-driven capabilities within large enterprises. She is known in the global software engineering and testing community as a thoughtful speaker and practitioner who focuses on improving visibility, process maturity, and measurable outcomes across complex engineering and quality practices. Svetlana’s approach is centered on measurable impact: she believes in transforming organizations through structured assessment, evidence-based interventions, and continuous learning loops that embed quality and AI-led improvement into day-to-day work. She balances technical depth with strategic insight, helping teams not only adopt new technologies but also enhance their processes, mindsets, and outcomes in a sustainable way.