Where Analytics Leaders Need to Be: Operations Over Dashboards

The Dashboard Problem

I've been in enough boardrooms to see the pattern. A senior analyst or manager sits in their office, surrounded by monitors, staring at dashboards. The data is clean. The metrics are up to date. Everything looks under control from 10,000 feet.

But the actual operation (the place where your business lives) runs on a different set of rules.

The Real Insight Comes From Being There

Last year I had the chance to visit an operational hub. Not to look at data about operations. To be there. To watch how decisions actually get made.

What I learned in four hours on the floor beat what I could've learned in four months of dashboard review.

I saw:

• How pressure looks on a manager's face when something breaks
• How fast information actually flows (hint: slower than your real-time dashboards suggest)
• What data people actually look at when they need to make a decision (often not what you'd expect)
• Which metrics people ignore because they don't trust them
• The constraints nobody told you about that change everything

The Analytics Leader Gap

The best analytics leaders spend time in operations. They listen to what people actually need. They understand the constraints. They know which decisions matter and which ones don't. Then they build dashboards and models to support the decisions that count.

What This Looks Like in Practice

If you're an analytics leader, spend time where decisions actually happen. Don't visit once and call it done. Go regularly. Weekly if possible. Sit with the people making real-time decisions and ask what they struggle with.

Map the decision backwards. What decision are you trying to make? What information would actually change it? If that data exists, build the dashboard. If it doesn't, maybe that's your project. And in every meeting, ask if the decision is actually supported by what you're showing. Sometimes the answer is no. No is valuable—it means you're building something polished but unused.

The Competitive Advantage

Organizations with analytics leaders embedded in operations outcompete those that aren't. They move faster. They catch problems earlier. They don't waste time optimizing for metrics that don't move the needle.

The difference isn't the tools. It's where the leader spends time.

The Move

If you're stuck building dashboards for an audience you don't know, making recommendations nobody follows, optimizing metrics nobody cares about. You're optimizing the wrong thing.

Go to where the operation lives. Watch how it actually works. Learn what your business actually needs. Then build the analytics that moves it forward.

That's where analytics leadership starts.