Global digital platforms
Product strategy, service design, governance, migration, and operations for complex web estates serving markets and audiences at scale.
- Platform and portfolio strategy
- Global operating models
- Product and vendor leadership
Global web product leader · Warsaw
Building digital systems that keep meaning intact.
I lead global web platforms and write about what happens when governed content moves through AI, organisations, and systems built at scale.
Source
Rules
Reader
Meaningpreserved
1,200+websites in a global portfolio
16+ yearsacross digital, content, and technology
Globalplatforms, teams, and operating models
The work
Strategy that survives contact with reality.
AI fidelity and governed content
A practical inquiry into whether the rules, qualifications, and boundaries around content survive retrieval and machine interpretation.
- Regulated content systems
- Retrieval assurance
- AI-era quality models
Latest thinking
Writing from inside the system.
Essays on digital content, AI, governance, and how information changes as it moves between systems.
01
What Still Makes the Visit Worthwhile?
If someone can get what they need from our content without visiting the website, what still makes the visit worthwhile?
02
The Module May Be Approved. The Retrieval Event Isn’t.
Pharma built modular content for controlled reuse. AI retrieval introduces a different problem: what happens when approved content travels without the rules that governed its use?
03
When AI Becomes the Reader
A New QA Problem for Regulated Content