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From data strategies to industry trends — find practical reads that inspire change.
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The Illusion Changed. The Foundation Didn’t.
Once upon a time, everyone wanted their own dashboard. We built 200 dashboards,20 were used,2 were trusted, with conditions. Fast-forward to today .Everyone wants their own AI. “My GPT”“My Pilot”“My bot”“AI for Finance”“AI for everything” Same excitement. Same optimism. New vocabulary. Back in the visualization era, we lived by a simple truth about data lifecycle without proper guidance: "Garbage In, Garbage Out" Today, we’re experiencing dashboard déjà vu. AI is only as sm
Shokyee Yong
Jan 301 min read
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The Illusion Changed. The Foundation Didn’t.
Once upon a time, everyone wanted their own dashboard. We built 200 dashboards,20 were used,2 were trusted, with conditions. Fast-forward to today .Everyone wants their own AI. “My GPT”“My Pilot”“My bot”“AI for Finance”“AI for everything” Same excitement. Same optimism. New vocabulary. Back in the visualization era, we lived by a simple truth about data lifecycle without proper guidance: "Garbage In, Garbage Out" Today, we’re experiencing dashboard déjà vu. AI is only as sm
Shokyee Yong


Do It Right, Not Just Fast - Habits for Smooth Delivery
We’re born with different talents. When we combine them, teams achieve more. The same is true in today’s corporate world, work runs through clear collaboration models that allow the business continuity between different parties. No matter what kind of the collaboration approach is, we usually see a similar set of challenges and resolutions across these areas People and Culture Politics Business Knowledge Technologies People and Culture Transformation requires respecting cu
Shokyee Yong


Finger Family of MDM Data Model (How to Dance With Your Hands?)
In our last topic, we share a scenario on how the outcome of MDM Data Model can help us. This topic will be a little bit technical as we going on illustrate a generic Master Data Model that follows a common industry-wide approach , showcasing how organizations across different sectors can implement a similar model to manage their critical data efficiently. With use case of Mr. Muthu case, we need to design a Master Data Model that can managing our patient aka our client in
Shokyee Yong


Finger Family of MDM Data Model (How is Hand Dancing Looks Like?)
Previously, in our last topic, “Finger Family of MDM Data Model - What are Hands?”, we introduced the challenge faced by ABC Hospital’s...
Shokyee Yong
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