Portfolio strategy.
Choose where to invest, evolve and retire.
Product leadership
Product leadership for dynamic businesses.
I connect product strategy, commercial judgement and accountable delivery across data, AI and enterprise software.
Global, 9-figureproduct portfolio leadership
19 countriesinternationally distributed product teams
15+ yearsleading products and transformation
9 yearsPE-backed product leadership
11 yearsautomotive experience
8+ yearsgrowing data and information businesses
What I connect for product success.
I add most value by connecting four disciplines that are too often treated separately.
Product commerciality.
Align proposition, pricing, go-to-market and value.
Data, AI and software products.
Build from customer needs and robust data foundations.
Accountable operating models.
Organise global teams to decide and deliver.
Featured primary research · Data products
How to maximise data product lifetime value.
Original research with 20 senior data product leaders reveals why technical excellence and commercial execution must evolve together—an imperative that becomes stronger as agents turn data into decisions and action.
Explore the researchProduct creation and managementMarket execution and enablement
426evidence points→33concepts→11themes→2dimensions
Selected evidence
Case studies.
Enterprise portfolio leadership
Creating clarity across a complex product portfolio.
How product strategy, commercial accountability and an international operating model were connected across a 9-figure portfolio.
Read case studyData and AI product
Turning a fragmented initiative into an international product.
How an agentic business-intelligence product was recovered, commercialised and launched across eight markets within 12 months.
Read case studyAI-enabled operating model
Moving AI from individual tools to shared product practice.
How a small product-team pilot became a broader enterprise approach to AI-enabled discovery, decisions and delivery.
Read case studyData product leadership
Connecting data product quality with commercial execution.
How shared product strategy and operating models supported 9-figure automotive data businesses and repeated annual price growth.
Read case studyMedia
Featured conversations.
Interviews and podcasts exploring product leadership, data, AI and industry transformation.
Unifying the auto industry: data, AI and the Keyloop vision.
A Drivetime conversation on connected systems, standardisation, dependable data and AI-powered automotive retail.
Watch and exploreData responsibility belongs across the business.
A UST Boundless Thinker interview on evidence-based decisions, organisation-wide data ownership and the leadership needed to turn technology into value.
Watch and exploreThought leadership
Ideas on product, data and AI.
Practical perspectives on product leadership, data and AI.
Why good data products plateau.
Product creation and market execution need to evolve together if a data product is to sustain value through its lifecycle.
Read insightStart a conversation