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Dashboard Fever: When Too Many Metrics Make You Cross-Eyed

The other day, I watched a CFO squint at their laptop screen, cycling through 17 different dashboard tabs, each promising to deliver game-changing insights about our business performance. As they rubbed their temples and reached for his third coffee of the morning, I was reminded of my teenager trying to keep up with her social media feeds - constantly scrolling but absorbing absolutely nothing.
Kevin Morrell

Chief Data and Analytics Officer

The Dashboard Explosion

Remember when having a dashboard meant you were data-driven? Those were simpler times. Now, every SaaS platform, analytics tool, and enterprise system comes with its own set of dashboards. Salesforce shows you sales metrics, Zendesk displays customer service KPIs, Google Analytics tracks website performance, and your cloud spend dashboard... well, that one just makes you cry.

The "More is More" Trap

I recently walked into a company where the CEO proudly showed me their "command center" - six large screens displaying real-time metrics from every corner of their business. The only problem? Nobody could tell me which numbers actually mattered. It was like having 200 channels on TV but still saying "there's nothing to watch."

Signs You've Got Dashboard Fever:

  • Your morning routine involves checking more dashboards than drinking coffee
  • You've created dashboards to track the usage of your other dashboards
  • Your data visualization tool subscription costs more than your coffee budget
  • You have a "dashboard of dashboards" to help navigate your dashboards

The Metrics That Ate Milwaukee

Here's a cautionary tale: A mid-sized manufacturer I worked with had become so obsessed with metrics that they were tracking 127 different KPIs across their operation. They had metrics for everything - from machine performance to cafeteria queue lengths. The result? Decision paralysis and a severe case of what I like to call "analysis indigestion."

The Three Laws of Dashboard Sanity

1. The "So What?" Test

Every metric on your dashboard should be able to answer the question "So what?" If a number goes up or down, what action would you take? If the answer is "nothing" or "I don't know," it probably doesn't need to be on your main dashboard.

2. The Goldfish Rule

The average goldfish has an attention span of 9 seconds. Your executives aren't much better when looking at dashboards. If they can't understand what's happening in under a minute, you've got too much information.

3. The "Can My Mom Understand It?" Principle

If your mother wouldn't understand what the metric means (no offense, Mom), it needs better labeling or shouldn't be there. Yes, even if you work in blockchain.

The Art of Dashboard Diet

Just like a good diet, the key is moderation and quality over quantity. Here's how to slim down your metrics:

Start with the Decisions

  • List the top 5 decisions you need to make regularly.
  • Identify which metrics inform these decisions.
  • Ruthlessly eliminate everything else

Layer Your Information

  • Top Layer 3-5 critical metrics. 
  • Second layer: Supporting metrics (drill-down only). 
  • Bottom layer: Detailed analysis (for the truly curious). 

Regular Dashboard Cleansing

  • Review usage statistics monthly
  • Archive un-used dashboards
  • Challenge every metrics right to exist
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Success Story: The Great Dashboard Detox

One of my favorite transformations was with a retail chain that went from 200+ metrics to just 12 core KPIs. Their secret? They asked one simple question: "What would we call the CEO about at 3 AM?" Those became their primary metrics. Everything else got relegated to deep-dive territory.

The journey wasn't easy - it never is when you're asking people to give up their pet metrics. The Marketing Director was particularly attached to their 47-point customer sentiment analysis dashboard, and don't get me started on the Operations Manager who had created what I can only describe as the Sistine Chapel of supply chain metrics.

The Wake-Up Call

The turning point came during a particularly painful quarterly review. The executive team spent three hours debating why there was a 2% variance in the "Customer Satisfaction While Waiting in Line on Tuesdays Between 2-4 PM" metric. Meanwhile, they completely missed a significant shift in their core customer demographic that was impacting sales. It was their "Emperor's New Clothes" moment - someone finally had the courage to say, "This is madness."

The Process

We started with a simple but effective approach:

  • Week 1: Each department head had to run their area for one week using only 5 metrics
  • Week 2: They had to present their biggest insights using only those metrics
  • Week 3: We cross-referenced which metrics actually drove decision-making
  • Week 4: We built a prototype dashboard with only the metrics that survived the cull

The Results

The impact was immediate and significant:

  • Executive meetings went from 3 hours to 45 minutes
  • Decision-making speed improved by 64%
  • They saved $157,000 annually just in dashboard development and maintenance costs
  • The CEO started actually using the dashboards instead of asking for powerpoint presentations

But here's the really interesting part - their data team's workload didn't decrease; it just shifted. Instead of maintaining hundreds of rarely-used dashboards, they spent their time doing deep-dive analyses that actually moved the needle. One analyst even told me it was the first time in years they felt like they were doing "real data science" instead of just being "professional chart makers."

The New Normal

Six months later, they had settled into a rhythm with their streamlined approach:

  • Three primary metrics on the CEO's phone
  • Nine supporting metrics on the executive dashboard
  • Unlimited drill-down capability for those who needed it, but not cluttering the main view

The Marketing Director? She still has her sentiment analysis, but now it feeds into one clear metric: "Customers We Need to Talk To Today." The Operations Manager? He turned his supply chain masterpiece into a quarterly deep-dive presentation that people actually look forward to attending.

The Path to Recovery

The cure for dashboard fever isn't cold turkey - it's mindful moderation. Start by identifying your "vital few" metrics and build from there. Remember, Jeff Bezos once said Amazon tracks about eight metrics daily. If it's good enough for a trillion-dollar company, it's probably good enough for the rest of us.

Closing Thoughts

Your dashboards should be like a good executive summary - clear, concise, and actionable. And just like my teenager eventually learned that she doesn't need to respond to every social media notification, you'll learn that not every metric needs real-time monitoring.

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