On paper, Udz is Ogury’s Senior Insights & Research Director, APAC. But his role goes far beyond data and dashboards. Through Ogury’s Spotlight Series, we explore how Udz helps brands navigate a fragmented advertising landscape and why meaningful audience understanding starts with curiosity, context, and economic truth.

Can you tell us about your role at Ogury and what a “typical” day looks like for you?

I sit at the intersection of data, strategy, and commercial impact across APAC. I lead Data, Insights, and Enablement across the region, which means my day naturally spans multiple time zones, starting with ANZ, moving through East Asia, and closing with Southeast Asia, supporting local market projects while aligning everything to a broader global vision.

Day to day, I work closely with local teams to build anonymized audiences that reflect real people. That means combining zero-party data, contextual intelligence, geo signals, and now Mastercard payment insights to sharpen and validate our personas. I also collaborate closely with our global teams in France, where regional execution meets global ambition. It’s a constant exchange of ideas, and I’m lucky to work alongside an incredibly strong global Data & Insights team led by Christophe Bize, who continually challenges us to think ahead of where the industry is going.

Working across such a diverse region, what makes the APAC market uniquely challenging — and exciting?

APAC is home to around 60% of the world’s population, over 4.7 billion people across more than 40 countries and thousands of spoken languages. Which means APAC isn’t one market. It’s dozens of markets stitched together by complexity.

You have highly mature digital ecosystems like Japan, Australia, and Singapore operating alongside fast-growth, mobile-first economies such as Indonesia, Vietnam, and the Philippines. Cultural nuance, regulation, purchasing power, and media consumption vary dramatically. That’s the challenge.

The exciting part is that there’s no single blueprint. APAC forces you to abandon assumptions, listen more closely, and build audience intelligence that adapts to nuance. It keeps you humble and sharp. There’s a Japanese proverb I love: “Keizoku wa chikara nari” — continuity is strength. In a region this complex, sustained learning is what builds meaningful audience understanding.

As the adtech landscape continues to fragment, how does audience understanding need to evolve?

Fragmentation has exposed an uncomfortable truth: the industry was overly reliant on identity.

Audience understanding now needs to shift from “who is this device?” to “what truth does this behavior reveal?” The future lies in layered intelligence, combining privacy-compliant deterministic signals where possible, zero-party data to understand intent, geo intelligence as a universal signal, and transactional validation to ground insights in real-world behavior.

Understanding audiences today means triangulating truth rather than relying on a single data source. The brands that succeed will be those comfortable operating in this next-generation, privacy-safe model — one that values context, behavior, and responsibility over identity alone.

Ogury’s Persona Intelligence is now enriched with payment insights from Mastercard. What excites you most about this partnership?

One of the things I’m most proud of at Ogury is our pioneering spirit. Seeing how far our technology has evolved has been incredibly rewarding. Over the years, I’ve had the opportunity to help create systems like the dentsu persona hub, the Audience Partnership Program, and the Ogury Brand Index — all designed to turn data into commercially actionable products.

The Mastercard partnership is a powerful next step in that journey. Their aggregated, anonymized payment insights give us something new at scale: economic validation. We can now validate whether audiences who say they behave a certain way actually spend that way — moving our personas from probabilistic to economically grounded.

At Ogury, there’s a strong belief in never standing still. We’re constantly exploring new data partnerships, methodologies, and measurement frameworks. That’s the real innovation.

What’s one misconception brands still have about audience insights — and what do they often overlook as a result?

The biggest misconception is that insights are validation tools rather than decision tools. Too often, brands use data to confirm what they already believe. But the real value of insights lies in revealing what you’re missing — the gaps, the biases, the unexpected opportunity pockets.

We saw this in a campaign for a global gaming console brand, where our data uncovered a meaningful cohort of gamers aged 65+ in Japan. If you optimize purely around assumed demographics, you miss entire communities that don’t fit the stereotype.

The other thing brands often overlook is economic truth. Attitudes and intent matter, but spending behavior shows what people truly prioritize. When you combine a declared mindset with validated behavior, insights stop being interesting and start becoming transformational.

And finally, what’s your persona?

The beauty of Ogury is that personas aren’t fixed; they’re built. As humans, we’re layered, contextual, and sometimes contradictory. We can be serious in the boardroom and ridiculous at dinner. Personas shouldn’t box people in;  they should reflect that complexity.

So if I had to build mine, it would look something like: Bad Dad Jokes Enthusiast OR Cricket Coach OR Hot Butter Cuttlefish Enthusiast AND Fantasy Fiction Writer NOT Inbox Zero Achiever.

The roles we play at work are just one part of who we are. Udz’s story reflects the curiosity, rigor, and forward thinking that help shape Ogury’s culture every day. Stay tuned as we continue spotlighting the incredible individuals whose perspectives and passions make Ogury such a special place to grow and succeed.