My talks
AI as decisions and delivery - at conferences, within organizations, and online.

Why roadmaps lie — and what AI has to do with it
Opening keynote at Product Pro Summit 2026 in Sopot: why roadmaps lie and what AI has to do with it (spoiler: not much). On day two, a masterclass on PMs' technical competencies.

Building AI-first organizations (second edition)
Back at PJATK — second time on the AI Leadership in Digital Transformation postgrad program, again the Building AI-first organizations module. Not every organization needs to be AI-first, but it should be AI-ready — and the foundations (data, processes, people, governance) are harder than the AI technology itself.


What a PM can hand off to AI — and what must stay with the human
Discussion table on what PMs can already automate with AI (notes, briefs, status updates, organizing material, first drafts) and the tension between „what to delegate to AI" vs. „what must stay with the human".

Intelligent process automation
Class for the Business Process Automation postgraduate program: how RPA connects with AI, why an AI Agent isn't the answer to every business problem, and why technology change is mostly about working with the organization and mindset.

Building AI-first organizations
Guest lecture for postgraduate AI leadership program focused on building AI-first organizations, operating models, and transformation approach.

AI vs. strategy vs. experiments
Talk on balancing structured AI strategy with experimentation and rapid organizational learning in enterprise environments.

AI-Ready: prepare, implement, use
Practical workshop focused on preparing organizations for AI adoption, implementation paths, and operational usage of AI tools.

AI & Project Management
Talk about the impact of AI on project management practices, delivery models, and decision processes.

AI Copilots & the Future of Management
Talk exploring whether AI will replace managers or augment them and how leadership models are changing with AI copilots.

AI Agents: what's real, what's hype, and how to get ready for the future
Summit presentation explaining real capabilities of AI agents, separating hype from practical adoption steps for companies.

Why GenAI is a revolution and why it isn't
Meetup talk discussing real transformational aspects of GenAI versus exaggerated expectations and risks.

Will AI replace managers?
Community meetup talk about the future of management roles in the context of rapid AI adoption.

GenAI council as the key to better AI decisions
Conference presentation introducing governance structures (GenAI council) for responsible and effective enterprise AI decision-making.

Manager in the multiverse of tasks
Banking conference presentation about modern managerial challenges in complex multi-initiative environments.