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Dashboard Accumulation: Continuing the card series

Jun 02, 2026
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I'm really enjoying creating these cards and using them in workshops, mentoring sessions, and conversations with teams and leaders.

As always, I'd love to hear your feedback.

And if there are situations you struggle to describe, problems you can't quite put into words, or messages that are difficult to get across to your leaders, feel free to send them my way.

I'm always looking for real-world situations that can be translated into new cards.

Thank you for your support.

This is the third card from the first Analytics Product Framework deck.

It belongs to the Traps category and highlights a problem that quietly grows inside many organizations: dashboard accumulation.

A silent form of debt that grows year after year without anyone truly taking ownership of cleaning it up, monitoring it, or questioning its existence.

From my perspective, dashboard accumulation is often an ownership problem.

Nobody really takes responsibility because it never feels urgent. After all, a few more dashboards rarely seem like a problem.

Then one day, the organization crosses a symbolic threshold. Often around 1000 dashboards, 10,000 sometimes...

That's when the questions start:

  • How much is this actually costing us?
  • Do we really need all of them?
  • What impact is this having on the user experience?
  • How much time are we spending maintaining outdated content?
  • What are the costs associated with queries, infrastructure, licenses, and support?

This is usually when organizations realize they never thought about dashboard lifecycle management.

Yet, like any product, a dashboard should have both a beginning and an end.

On this card, I propose a simple lifecycle:

Introduction: the dashboard is released.

Expansion: users begin adopting it and extracting value from it.

Stabilization: usage remains steady over months or years.

Decline: business needs evolve, priorities change, users move to other solutions, or the decisions it supports become less relevant.

And this last step is almost always ignored.

Organizations know how to create dashboards.

They rarely know how to retire them.

I would go even further.

When a dashboard has been around for five or six years without being seriously challenged, it should raise questions.

Either it still supports a meaningful and relevant business need.

Or it reveals a lack of challenge around the practices, metrics, or strategies that originally justified its existence.

In both cases, the conversation is worth having.

Almost 50 followers on Youtube!

The first YouTube video is now live since 1 week and it has already 43 subscribers.

What do you think about the short format video? Please let me know by replaying to this email.

Announcement: Dashboard Cleanup Program

 

The program I'll run with you helps identify where dashboards accumulate and why. Then we fix it together.

In English:

Dashboard Cleanup Program (English)

In French 🇫🇷 

 Programme de RĂ©duction des Tableaux de bord

Have a great week everyone!

Aurélien

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Card N°2: Extreme Users
*]:pointer-events-auto scroll-mt-(--header-height)" dir="auto" tabindex="-1"> *]:pointer-events-auto scroll-mt-[calc(var(--header-height)+min(200px,max(70px,20svh)))]" dir="auto" tabindex="-1"> The second card of the Analytics Product Framework collection is now available: Extreme Users (Methodology card) One of the most common mistakes I see in organizations is avoiding extreme users dur...
The first card has arrived.
*]:pointer-events-auto scroll-mt-(--header-height)" dir="auto" tabindex="-1"> *]:pointer-events-auto scroll-mt-[calc(var(--header-height)+min(200px,max(70px,20svh)))]" dir="auto" tabindex="-1"> Last week, I challenged myself to start creating a library of cards. Each card captures a recurring trap, friction, or pattern I have seen repeatedly in analytics and BI teams. The goal is simple: ...
I'm setting myself a challenge!
*]:pointer-events-auto scroll-mt-(--header-height)" dir="auto" tabindex="-1"> *]:pointer-events-auto scroll-mt-[calc(var(--header-height)+min(200px,max(70px,20svh)))]" dir="auto" tabindex="-1"> Over the coming weeks, I want to create at least 50 illustrations that capture the kinds of situations that slow organizations down. The frustrating, messy, sometimes seemingly unsolvable situation...

The Dashboard Design Brief

What you’ll get every Tuesday A series of sharp visuals that decode common mistakes in analytics and dashboard design. Fast to read. Easy to apply. Hard to forget.
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