Why Decisions in Production Are Often Based on Estimates Rather Than Facts

Manufacturing companies invest a great deal of time and resources in planning their production. Production orders are created, materials are scheduled, and delivery dates are coordinated. Nevertheless, in day-to-day production, the very information that is crucial for making informed decisions is often missing: real-time operational data from ongoing production.

Many companies are already successfully using Microsoft Dynamics 365 Business Central as their central ERP system. Purchasing, sales, warehousing, and production are integrated and form the foundation for efficient business processes.

But one crucial question often remains unanswered:

What is actually happening on the shop floor right now?

Has a production order already started? How many good parts have been produced? Has any scrap been generated? Is the machine still running, or has it already stopped?

If this information isn’t available in real time, decisions are often based on estimates rather than reliable data.

Transparency Often Ends at the Factory Door

In many companies, production data is still recorded manually.

Times are backdated at the end of a shift, quantities are jotted down on paper, or feedback isn’t entered into the ERP system until hours later. As long as production runs smoothly, this delay often goes largely unnoticed.

However, when delays, machine downtime, or quality issues arise, up-to-date information is lacking. Production managers must make phone calls, ask employees, or go directly to the production floor to find out the actual order status.

As a result, valuable time and important opportunities for action are lost.

Why Real-Time Production Data Is So Important

A modern production data acquisition (PDA) system captures information right where it is generated.

Production employees report start and end times, quantities produced, and scrap directly during the manufacturing process. The data is then immediately available in the ERP system.

This provides a transparent overview of current production progress.

Companies can identify early on

• which production orders are proceeding on schedule,
• where delays are occurring,
• which machines are idle,
• how high the scrap rate is, and
• how much time was actually required for individual work steps.

It is this transparency that enables quick and well-informed decisions.

Production data collection means more than just time tracking

Many people associate a production data collection (PDC) solution exclusively with tracking working hours.

In fact, its benefits extend far beyond that.

Real-time production data forms the foundation for numerous business processes.

It improves production control, increases on-time delivery rates, and creates a robust data foundation for analyses, post-calculation, and continuous process improvements.

At the same time, manual effort is significantly reduced, as information is recorded only once and processed directly in the ERP system.

Decisions Require Reliable Data

Production managers make decisions every day.

Should an order be prioritized? Is there enough time left in the shift? Do we need to provide additional materials? Can a delivery date be met?

The more up-to-date the underlying information is, the better these decisions can be made.

Without up-to-date production data, decisions are often based on experience or estimates. While this works surprisingly well in many cases, it is no substitute for a transparent data foundation.

The greatest added value lies in transparency

An integrated production data collection system does more than just provide up-to-date figures.

It creates transparency across the entire manufacturing process.

Everyone involved—from production to work planning to manufacturing management—has access to the same information. This reduces the need for follow-up questions, allows deviations to be detected earlier, and enables decisions to be made significantly faster.

Conclusion

Production can only be managed as well as the data on which decisions are based.

If you don’t know production times, quantities, or scrap rates until hours later, your response will inevitably be delayed.

A modern production data collection system provides real-time transparency, reduces manual tasks, and lays the foundation for informed decisions—directly within Microsoft Dynamics 365 Business Central.

Every decision in manufacturing should be based on up-to-date production data, not guesswork.