AI Across the SDLC
ROI, Engineering Workflows, PM Operating Models, and What the Case Studies Don't Tell You
Speakers
Marcin Wawryszczuk
Head of AI Practice at Andersen
Marcin is an AI strategist and architect with 15+ years in finance. He is an Assistant Professor of AI Research, holds a PhD, advises national AI bodies, and drives generative AI, digital transformation, and AI adoption.
Marat Kornyev
AI PM, Lead AI Consultant at Andersen
Marat is an AI Specialist and Project Manager specializing in AI, automation, and digital product development. Passionate about turning emerging technologies into practical, scalable solutions.
Igor Volkov
Head of Engineering Practices and Architecture Practice Head at Andersen
Igor has 20+ years in enterprise software across fintech, telco, and healthcare. Former Principal Solutions Architect at Netcracker, delivering BSS/OSS transformations for Tier 1 global telcos.
Agenda
Intro & Welcome word
Ben Esmail
Andersen
Where Should AI Go First? Separating High-ROI Use Cases from Engineering Hype
A phase-by-phase breakdown of where AI delivers measurable returns — and where it quietly adds cost instead of removing it.
Marcin Wawryszczuk
Andersen
Human PM + AI PM: The Future Operating Model
How project management responsibilities are shifting as AI assists with the execution — and where human judgment, governance, and accountability remain irreplaceable.
Marat Kornyev
Andersen
AI in Engineering Blackbox deconstruction
Take-aways from Andersen Lab practical efforts to enhance requirements, development and quality workflows with LLMs.
Igor Volkov
Andersen
Q&A Session & Closing Remarks