What Should Be on Your Manufacturing Dashboard (And What to Skip)

Most manufacturers have more data than they know what to do with. The real problem is not a shortage of information. It is figuring out which data belongs on your manufacturing dashboard and which data is just noise.

During a recent Moore on Manufacturing episode, Mike Sibley and Kevin Golden from James Moore’s manufacturing team walked through exactly this challenge. The discussion covered why so many manufacturers struggle to act on their data, what a well-built dashboard includes, and how to avoid the common trap of tracking too much.

The Problem with Tracking Everything

More metrics does not mean better visibility. As Mike put it, “going too far with too many metrics” is one of the most common pitfalls he sees. You could track hundreds of data points. That does not mean you should.

The goal of a manufacturing dashboard is faster, clearer decision-making. If your dashboard requires an analyst to interpret it before anyone can use it, it is not doing its job. Kevin framed it simply: “Keep in mind, just gotta make it make sense.”

A useful dashboard answers one question at a glance: Are we on track or not?

What Belongs on Your Manufacturing Dashboard

Mike and Kevin broke down the key areas every manufacturer should have visibility into. These are not exhaustive, but they represent the core.

Profitability and Margins

Gross margin trends, product-level profitability and cost driver breakdowns tell you which products are working and which are quietly hurting you. Filtering by product family or region adds another layer of clarity.

Working Capital

Accounts receivable aging, cash position and payables need to be monitored at least weekly, and daily during high-pressure periods. Mike noted that in fractional CFO engagements, a lack of process around working capital is one of the most common issues the team finds.

Inventory

Days in inventory, slow-moving items and at-risk stock are easy to overlook until they become expensive. As Mike pointed out, buying in bulk for a discount loses its appeal fast if you end up discarding more than you saved.

Production and Fulfillment

On-time shipment rates, scheduled attainment, output and delay reasons give you a real-time view of whether operations are running as planned. An on-time shipment rate of 78%, as shown in the JMCO dashboard demo, tells a story long before month-end financials would.

Sales and Demand Signals

Pipeline activity, sales by day and customer profitability round out the picture. Kevin emphasized the importance of being naturally inquisitive when reviewing this data. When a customer or product is underperforming, asking “why” and drilling down just a little often surfaces the answer.

What to Skip (For Now)

Not everything needs to be on the dashboard on day one. Mike was clear: if you are starting from scratch, begin with a handful of key metrics that you and your leadership team actually need to make decisions. Build the habit first, then add complexity.

He compared it to starting a workout routine. You do not run a 10K on day one. You start with a short walk, build consistency and add distance from there. A dashboard works the same way.

The metrics you skip today are not gone forever. As Kevin put it, once you are reviewing data regularly, you will naturally identify gaps. That is when you add to it.

Set a Benchmark Before You Build

The data only means something if you know what you are measuring against. A 40% gross margin is not inherently good or bad. It depends on your industry, your product mix and your plan.

Before finalizing your dashboard, define what success looks like for your business right now. What are your margin targets? What is an acceptable days-in-inventory number? What on-time delivery rate do you need to maintain customer relationships? Those answers shape which metrics matter and what the thresholds should be.

The Three Things That Make a Dashboard Actually Work

Mike outlined what separates a useful dashboard from a data dump.

Meaningful data. The metrics have to connect to how your specific business operates. Some are universal. Others depend on your product type, seasonality or growth stage.

Timeliness. Some data points should update daily, others weekly or monthly. The cadence depends on the metric, but the information needs to be current enough to act on.

Built-in alerts. A good dashboard flags exceptions for you (green, yellow, red) so you are not manually scanning rows of numbers to find the problem. You see it immediately.

Watch the Full Episode

Mike Sibley and Kevin Golden walk through a live demo of the James Moore manufacturing dashboard in this episode, showing executive summary views and drill-downs across profitability, customers, working capital, inventory and production. If you are building or improving your own dashboard, watch the full episode to see it in action.

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