Strategy · 2 min read
On the Leader Generation podcast: why digital and AI pilots fail to scale
I joined Tessa Burg on Mod Op's Leader Generation podcast to talk about one of the biggest challenges facing organisations today: turning successful pilots into scalable business outcomes.
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Originally published on LinkedIn
Key takeaways
- Digital and AI transformation isn't just about the tech. The tech is the part you can buy; what matters is the embedded capability and operational muscle you build.
- The organisational dichotomy of scale: resourcing is shifting back to local markets, producing more successful pilots, while global and regional teams have less resource to build capability across the organisation.
- Without capability embedded systemically, scaling a pilot is like buying 100 F1 cars without certified drivers and expecting to go faster.
The episodeWhere can you watch or listen to the conversation?
1. The tech is the easy partIs digital and AI transformation really about the technology?
Digital and AI transformation isn't just about the tech. That's the easy part, the part you can buy. What matters is the embedded capability and operational muscle you build.
MNCs and enterprises have reached a point of inflection in digital and AI adoption. The real question now is how you scale a successful execution, like using CRM for consumer recruitment on WhatsApp in Delhi and Mumbai, or that one instance of AI synthetic audiences used to validate the most successful social campaign before it launched in Great Britain.
2. The organisational dichotomy of scaleWhat is the "organisational dichotomy of scale"?
The framing matters too. I call it the organisational dichotomy of scale.
On one hand, there's a fundamental shift back from centralised resourcing to local intimacy, putting executional focus in the markets. That means more successful pilots and more innovation.
Yet on the other, global and regional teams are left with less resource to orchestrate and to build capability that can be embedded systemically across the organisation.
3. Capability over pilotsWhy does capability matter more than the pilot?
Without building capability and embedding it systemically, it's as good as buying 100 F1 cars without certified drivers and expecting to go faster.
In the episodeWhat does the Leader Generation episode cover?
- Why many pilots fail despite positive results
- How to choose the right success metrics
- What it takes to build repeatable systems and capabilities
- The leadership qualities that drive successful transformation
"If you can't scale in a repeatable fashion, then you can't scale."
Kenneth Phua, Leader Generation, Episode 172
Facing the same dilemma? WhatsApp me or email me.
About the author
Kenneth Phua
Founder, Konverta.ai
Kenneth is a Singapore-based digital, data and AI leader with 15+ years of experience, including senior global roles at Coca-Cola, where he was the Global Head of Digital Strategy and Innovation. He has advised C-suite leaders across FMCG, retail, property, hospitality and luxury, and now applies the same playbook to Singaporean and Asian corporates and SMEs through Konverta.ai.
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