In many organizations, training data analysts is treated as individual upskilling.
Plans focus on tools.
Features.
Technical standards.
Tableau or Power BI become shortcuts.
To assess proficiency.
To signal competence.
The environment that turns business stakes into decisions
remains unchanged.
As if it were outside the scope.
Without an environment, method has nowhere to live.
So the tool takes its place.
When we assume the rest will follow
It is assumed that if analysts are well trained, everything else will follow.
That business understanding is already there.
That everyone understand each other.
That the framework already exists.
This is the elephant in the room.
Everyone sees it.
Or feels it.
What is missing is not skill.
But method.
Not effort.
But posture.
Not tools.
But authority. Positioning. Trust. Recognition.
The tool advances, the system stagnates
A new tool appears.
Interest builds.
Adoption accelerates.
Only on the surface.
The underlying methodology remains unchanged.
Modern tools operate inside an outdated strategy.
This is where debt begins.
Investing in the tool or questioning the framework
At what point will training stop being the default answer to a framework problem that was never questioned?
Have a great week!
Aurélien
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