People Analytics & Insights

Lei Pan,
Ph.D.

Head of People Analytics & Insights · FrieslandCampina

Bridging the gap between workforce data and strategic decisions — leading AI transformation, building data cultures, and shaping organisations that thrive on insight.

Lei Pan, Ph.D.
FrieslandCampina
Houten, NL
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From theory to practice —
shaping data-driven organisations.

As Head of People Analytics & Insights at FrieslandCampina — one of the world's largest dairy cooperatives — I lead the charge in translating workforce data into strategic action. My work spans the full analytics lifecycle: from designing data infrastructure and building high-performing teams, to championing AI governance and fostering a culture where data informs every decision.

With a Ph.D. from Vrije Universiteit Amsterdam and cross-industry experience spanning food & beverage, energy, consultancy, banking, and the public sector, I bring a rare combination of academic rigour and hands-on operational impact. I believe the best analytics work happens when technical excellence meets human context — when we build systems that people can trust, understand, and act on.

"If we want AI to truly transform the enterprise, we need to invest as much in semantics and governance as we do in models and tools."

— Gartner Data & Analytics Summit, London 2026

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Where depth meets impact.

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People Analytics & Insights
Turning workforce data into strategic decisions that drive business performance and shape organisational direction.
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Data Science & AI
Applying machine learning and AI to solve real HR and business problems — not theoretical ones.
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Building & Leading Data Teams
Building, mentoring, and leading high-performing analytics teams that deliver measurable impact.
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Data Culture & Literacy
Creating environments where data fluency is a shared capability, not a siloed skill.
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Strategic Workforce Planning
Aligning people strategy with business objectives through evidence-based workforce analytics.
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AI Governance & Ethics
Building governance frameworks that enable innovation while protecting privacy and ensuring ethical use.
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Semantic Data Foundations
Creating shared definitions and business logic that make AI outputs explainable, trustworthy, and scalable.
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HR Analytics & Technology
Selecting and implementing HR tech that delivers genuine insight, not just reporting.
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Sharing the lessons from the front line.

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Gartner Data & Analytics Summit
London May 2026
AI doesn't fail because of the model. It fails because of missing context — exploring semantic layers, context engineering, and knowledge structures for trustworthy enterprise AI.
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CDO/CAIO Benelux Summit
2026
Balancing safety and speed: how to centralise governance and guardrails while enabling citizen data scientists to experiment. Try fast. Learn fast. Scale what works. Stop what doesn't.
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AI Masterclass — FrieslandCampina
Co-presenter 2026
Three eras of AI: from draft to act to continue — reframing AI capability for HR professionals through hands-on learning.
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HR Analytics & AI Summit
Berlin 2025
Pragmatic data quality: translating best practices into something HR teams can actually use. Plus: biweekly 15-minute insights sessions as a data fluency engine.
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BIAAS — Business Intelligence & Analytics Summit
Brussels 2026
People Analytics & Insights in the age of AI — the intersection of workforce analytics and enterprise AI transformation.
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How I think about transformation.

"Technology advancement won't wait for us to be safe and ready. Strong governance, privacy, and ethics are essential — but waiting for everything to be perfect isn't an option either. Try fast. Learn fast."

— CDO/CAIO Benelux Summit, 2026

"Without strong semantic foundations — shared definitions, consistent business logic, and well-structured context — AI simply doesn't scale. We're moving from 'more data' to better understanding of data."

— Gartner Data & Analytics Summit, London 2026