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Manufacturing Dashboards: From Shop Floor Data to Decisions

Monitor production output, machine uptime, and quality metrics in a single manufacturing dashboard connected to your OT and ERP systems.

Production and manufacturing analytics dashboard

Manufacturing companies sit on a wealth of operational data generated by PLCs, SCADA systems, MES platforms, and ERP software. Yet bridging the gap between shop floor data and management visibility remains a challenge for most factories. Production managers walk the floor to gauge output, maintenance teams respond to breakdowns reactively, and quality issues are often caught too late in the process. The data exists, scattered across operational technology systems that were never designed for executive reporting, HMI screens that only operators see, and ERP modules that update in batches rather than real time. Connecting these disparate sources into a unified dashboard transforms how a manufacturing operation is managed, enabling proactive decisions based on actual machine performance, yield data, and process parameters rather than gut feeling and delayed reports.

Industry challenges

1

OEE measured manually on whiteboards or spreadsheets, creating inaccurate and outdated figures

2

Machine downtime causes identified only after the fact, preventing proactive maintenance

3

Quality defects caught at end-of-line inspection instead of at the source

4

Production planners lacking real-time output data to adjust schedules to actual throughput

5

Management dependent on weekly reports that reflect last week's reality, not today's

Our solution

Our manufacturing dashboards bridge the IT-OT gap by connecting directly to your PLCs, SCADA, and MES systems alongside your ERP and quality management software. Real-time production counters show actual output against planned targets, broken down by production line, shift, and product. OEE is calculated automatically from availability, performance, and quality data, displayed on large-format screens on the shop floor as well as in the management office. Machine status indicators show running, idle, changeover, and breakdown states with duration tracking, giving maintenance teams the data they need for targeted predictive maintenance. Quality panels track defect rates by product, line, and shift, with drill-down capability to identify whether issues correlate with specific material batches, operators, or machine settings. Energy consumption per unit produced helps identify wasteful processes. Alert rules notify the right person when a metric crosses a threshold: a maintenance engineer gets an SMS when a machine exceeds its vibration baseline, a quality lead gets an in-app notification when reject rates spike. Historical data supports root cause analysis and continuous improvement initiatives, with exportable reports for ISO audit preparation.

Key features

Automated OEE Calculation

Real-time OEE broken down into availability, performance, and quality components by line, shift, and product.

Machine Status Overview

Live status indicators for every machine showing running, idle, changeover, and fault states with timestamped event logs.

Quality Trend Analysis

Defect rates over time with drill-down by product, line, shift, and material batch to identify root causes quickly.

Production vs. Plan Comparison

Real-time output counters compared against planned production schedules, highlighting variance as it develops.

Energy Consumption per Unit

Per-product energy tracking to identify inefficient processes and support sustainability reporting.

Maintenance Alert Engine

Threshold-based alerts on machine parameters like vibration, temperature, and cycle time to enable condition-based maintenance.

Benefits

Higher Overall Equipment Effectiveness

Visibility into the specific losses dragging down OEE enables targeted improvement actions that deliver measurable results.

Reduced Unplanned Downtime

Condition-based monitoring catches emerging machine issues before they cause breakdowns, shifting from reactive to proactive maintenance.

Faster Quality Issue Resolution

Real-time defect tracking pinpoints when and where quality deviations started, cutting the time to identify root causes.

Better Production Planning

Actual throughput data feeds back into planning, so schedules reflect what the factory can realistically produce.

Approach & timeline

We conduct an OT assessment to catalog data sources (PLCs, sensors, SCADA, MES) and evaluate connectivity options. A phased approach starts with machine status and basic production counters on a single line, then expands to full OEE, quality integration, and predictive analytics across the factory.

Timeline12-16 weeks

Integrations

SAP PPSiemens SCADAAVEVA MESEpicorMQTT/OPC-UA

Practical scenario

A packaging manufacturer operating three production lines calculated OEE manually each morning using paper logs from the previous shift. After deploying their custom dashboard connected directly to machine PLCs, OEE was available in real time. The operations manager discovered that one line consistently lost 40 minutes per shift to changeover delays that nobody had quantified before. A focused SMED initiative reduced changeover time by 35%, directly increasing output capacity.

Compliance & regulations

Manufacturing dashboards collecting machine and operator data must comply with GDPR when personal data is involved. For regulated industries like food and pharma, we support traceability requirements aligned with IFS, BRC, and GMP standards.

Success metrics

  • OEE improvement across monitored production lines
  • Mean Time Between Failures (MTBF) trend
  • First-pass yield improvement
  • Time to detect and resolve quality deviations

Further reading

SolutionsReal-Time Logistics Dashboards for Smarter OperationsRetail Analytics Dashboards That Drive RevenueYour own dashboards with advanced reportingReal-Time Data Dashboards Built for Decision Makers

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Frequently asked questions

Yes. We have experience bridging legacy equipment using OPC-UA gateways, Modbus converters, and even simple I/O counters connected through edge devices. Even machines from the 1990s can feed data into a modern dashboard with the right adapter hardware.
Absolutely. We design specific shop floor views optimized for large-format displays, using high-contrast colors and large fonts readable from a distance. These views can auto-rotate between production lines or show a single line in detail.
We implement edge buffering so that data from machines is stored locally during connectivity interruptions. Once the connection is restored, buffered data is synced to the dashboard automatically with correct timestamps, so you never lose production data.

Want us to build this solution?

We develop custom software tailored to your industry.

Discuss your project

Related articles

Inventory Management Software Built for Manufacturing

Track raw materials, work-in-progress, and finished goods in one system designed around production workflows. Prevent line stoppages and reduce waste.

Keeping Manufacturing on Track with Custom Project Management

Manufacturing projects span engineering, procurement, production, and delivery. A custom PM platform coordinates every phase and keeps stakeholders aligned.

Real-Time Logistics Dashboards for Smarter Operations

Gain instant visibility into fleet performance, delivery status, and warehouse throughput with a custom logistics dashboard built around your KPIs.

Real-Time Data Dashboards Built for Decision Makers

Stop relying on yesterday's numbers. Build a custom dashboard that streams live data from your systems so every decision is backed by the latest metrics.

From our blog

How AI Accelerates Custom Software Development

Sidney · 7 min read

5 Signs Your Business Needs Custom Software

Jordan · 6 min read

Why We Started MG Software

Jordan Munk · 5 min read

MG Software
MG Software
MG Software.

MG Software builds custom software, websites and AI solutions that help businesses grow.

© 2026 MG Software B.V. All rights reserved.

NavigationServicesPortfolioAbout UsContactBlogCalculator
SolutionsAll solutionsKnowledge BaseComparisonsAlternativesTools
LocationsHaarlemAmsterdamThe HagueEindhovenBredaAmersfoortAll locations
IndustriesLegalEnergyHealthcareE-commerceLogisticsAll industries