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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 Skeleton Dance of Master Data Management (Curtain Call)
So far, we’ve covered the foundational components of a Master Data Management (MDM) ecosystem — including Data Ingestion , the MDM System...
Shokyee Yong


The Skeleton Dance of Master Data Management (Let's Dance)
Previously, we shared the generic Master Data Management (MDM) architecture flow where the architecture is like our body, functioning as...
Shokyee Yong


The Skeleton Dance of Master Data Management (Warm Up)
Have you ever noticed that every bone in our body has it’s own unique function, shape and purpose? From the strong, weight-bearing femur...
Shokyee Yong
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