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Reduce machine downtime. Improve production efficiency. Increase factory productivity.
Machine downtime is one of the biggest challenges faced by manufacturing companies. When a machine stops unexpectedly, production schedules get delayed, labour productivity decreases, delivery commitments are affected and manufacturing costs can increase.
Many factories still depend on manual registers, operator updates and spreadsheets to record machine breakdowns. This makes it difficult to identify recurring problems, understand production losses and take corrective action quickly.
Manufacturing Execution System (MES), industrial monitoring and manufacturing ERP solutions can help businesses organise production information, monitor operations and improve decision-making.
In this detailed guide, we will explore 10 manufacturing software solutions to evaluate in 2026–2027, important downtime management features, OEE monitoring, industry applications and how to choose the right platform.
Manufacturing downtime refers to the period when a machine, production line or manufacturing process is not operating as planned.
Downtime can happen because of:
Machine breakdowns.
Electrical failures.
Maintenance activities.
Operator unavailability.
Raw material shortages.
Production changeovers.
Equipment setup delays.
Quality-related stoppages.
Software or automation failures.
For example, if a factory operates a machine for eight planned hours but loses one hour because of unexpected breakdowns, that lost hour affects its production capacity.
A proper downtime management process helps businesses record, analyse and reduce these losses.
The following is an editorial shortlist of platforms to evaluate. It includes dedicated MES, industrial operations, machine-monitoring and manufacturing ERP solutions. It is not a definitive market ranking.
Siemens Opcenter is a manufacturing operations platform that businesses can evaluate for production execution and manufacturing process visibility.
Features to evaluate:
Production operations monitoring.
Manufacturing process management.
Production performance visibility.
Work-in-progress tracking.
Quality-related workflows.
Integration with industrial systems.
Best suited for: Large factories and complex manufacturing operations.
SAP Digital Manufacturing supports connected manufacturing operations and production execution.
Features to evaluate:
Production monitoring.
Manufacturing execution.
Production order coordination.
Shop-floor data visibility.
Manufacturing performance analysis.
Enterprise system integration.
Best suited for: Manufacturers seeking connected enterprise and factory operations.
Rockwell FactoryTalk includes industrial software solutions for automation and manufacturing operations.
Features to evaluate:
Equipment monitoring.
Industrial data collection.
Production visibility.
Factory automation integration.
Operational performance reporting.
Manufacturing process monitoring.
Best suited for: Factories with industrial automation and machine connectivity requirements.
AVEVA provides industrial software solutions that support manufacturing operations, process visibility and industrial data management.
Features to evaluate:
Production process monitoring.
Manufacturing operations visibility.
Industrial data analysis.
Production performance reporting.
Process management.
Integration with industrial systems.
Best suited for: Process manufacturing and industrial production facilities.
Plex offers manufacturing-focused software for businesses seeking connected manufacturing and operational management.
Features to evaluate:
Manufacturing operations management.
Production visibility.
Quality workflows.
Inventory coordination.
Production reporting.
Manufacturing process integration.
Best suited for: Manufacturers looking to connect operational and business processes.
MachineMetrics is a machine-monitoring and manufacturing analytics platform that businesses can evaluate for equipment performance visibility.
Features to evaluate:
Machine utilisation monitoring.
Downtime tracking.
Production analytics.
Equipment performance visibility.
OEE-related reporting.
Manufacturing data analysis.
Best suited for: Factories that want better visibility into machine performance and production losses.
Tulip provides a platform for building manufacturing and frontline operations applications.
Features to evaluate:
Digital production workflows.
Operator activity recording.
Production visibility.
Quality inspection workflows.
Shop-floor data collection.
Operational process digitisation.
Best suited for: Manufacturers looking to digitise shop-floor workflows.
Epicor Kinetic is a manufacturing ERP platform that can help businesses coordinate production, purchasing, inventory and business operations.
Features to evaluate:
Production order management.
Manufacturing planning.
Inventory management.
Material requirements planning.
Purchasing coordination.
Production-related reporting.
Best suited for: Manufacturers that need integrated business and production management.
Odoo provides manufacturing and inventory applications through its modular ERP ecosystem.
Features to evaluate:
Manufacturing orders.
Work center management.
Production planning.
Inventory movements.
Maintenance workflows.
Manufacturing reporting.
Best suited for: Small and medium-sized businesses seeking configurable ERP applications.
Infor CloudSuite Industrial is a manufacturing ERP solution that businesses can evaluate for production and business process management.
Features to evaluate:
Production planning.
Work order management.
Inventory control.
Purchasing management.
Manufacturing reporting.
Operational coordination.
Best suited for: Industrial manufacturers with complex planning and inventory requirements.
Note: Machine-level downtime monitoring, automatic OEE calculations and predictive maintenance depend on specific software modules, machine connectivity and integrations. Confirm the required capabilities directly with vendors.
Machine monitoring can provide information about equipment operating conditions.
Depending on the system and integration, businesses may monitor:
Machine running status.
Machine idle status.
Machine stoppage.
Production cycles.
Machine output.
Equipment utilisation.
Machine-related alerts.
This generally requires compatible machine controllers, sensors or industrial data connections.
Downtime recording helps factories maintain a record of machine stoppages.
Important information may include:
Machine identification.
Breakdown date and time.
Downtime duration.
Operator information.
Breakdown category.
Maintenance activity.
Restart time.
Businesses can use this information to identify recurring problems.
OEE stands for Overall Equipment Effectiveness.
It is commonly used to evaluate equipment productivity using three factors:
Availability.
Performance.
Quality.
The standard formula is:
For example:
Availability = 90%
Performance = 95%
Quality = 98%
Illustrative OEE calculation, not an industry benchmark.
OEE can help manufacturers understand how equipment losses affect production efficiency.
A manufacturing company should maintain equipment maintenance records to understand machine reliability.
Useful functions include:
Maintenance schedules.
Breakdown history.
Maintenance work orders.
Technician assignments.
Spare parts records.
Repair completion records.
Maintenance cost reporting.
Downtime is not always caused by machine failure. Material shortages, setup delays, operator availability and quality problems can also affect output.
A useful reporting system should help businesses categorise production losses and identify their causes.
Downtime category | Example | Possible corrective action |
|---|---|---|
Mechanical | Motor failure | Mechanical maintenance |
Electrical | Power or wiring problem | Electrical inspection |
Material shortage | Raw material unavailable | Better material planning |
Changeover | Product change | Improve setup process |
Operator | Operator unavailable | Workforce planning |
Quality | Defective production | Quality investigation |
Maintenance | Scheduled servicing | Maintenance scheduling |
Utility | Air or water supply failure | Utility monitoring |
Correctly identifying the reason for downtime is important before deciding how to reduce it.
Consider a factory with one machine operating for 8 planned hours.
Planned production time: 480 minutes.
Breakdown time: 45 minutes.
Material shortage: 15 minutes.
Setup delay: 20 minutes.
Total downtime:
Operating time:
Downtime percentage:
This simple calculation can help managers understand how much planned production time was lost.
Industry | Common downtime reasons | Important software requirements |
|---|---|---|
Automobile | Assembly stoppages, equipment failure | Machine monitoring and production tracking |
Textile | Machine breakdown, yarn shortages | Production and maintenance records |
Plastic | Moulding machine issues, changeovers | Equipment and production monitoring |
Food processing | Cleaning, equipment failure | Production and maintenance workflows |
Pharmaceutical | Equipment cleaning and validation | Process records and compliance workflows |
Engineering | CNC breakdowns, tool changes | Machine data and maintenance records |
Packaging | Printing and packing stoppages | Production and machine monitoring |
Electronics | Component shortages, assembly delays | Material and production tracking |
Chemical | Process interruptions | Process monitoring and maintenance |
Furniture | Cutting and finishing delays | Job and production tracking |
Record every machine stoppage with its date, duration and reason.
Review machine breakdown history to identify recurring equipment problems.
Schedule inspections and servicing according to equipment requirements.
Ensure important machine spare parts are available when required.
Prevent production stoppages caused by missing raw materials.
Train employees to follow correct operating and reporting procedures.
Compare planned production with actual production and investigate variations.
Review breakdown duration, machine utilisation and recurring downtime reasons.
These systems serve related but different purposes.
Parameter | MES | Machine Monitoring | ERP |
|---|---|---|---|
Main focus | Production execution | Equipment performance | Business management |
Production tracking | Yes, depending on modules | Usually limited | Production-related workflows |
Machine status | With integration | Core capability | Usually requires integration |
Downtime analysis | Depending on configuration | Core capability | May support manual records |
Inventory | Through integration/modules | Usually limited | Core capability |
Accounting | Usually integrated | Not normally core | Core capability |
Purchase management | Usually integrated | Not normally core | Core capability |
OEE | Depending on modules | Often supported | Usually requires integration |
Important: A manufacturing ERP does not automatically provide all the capabilities of a dedicated MES or machine-monitoring platform.
Before investing in software, consider these factors:
Machine compatibility: Check whether your machines support the required connectivity.
Downtime categories: Verify whether the software can record breakdowns, idle time, setup time and material shortages.
OEE reporting: Confirm how availability, performance and quality are calculated.
Maintenance management: Check maintenance schedules, breakdown history and spare parts requirements.
Production integration: Evaluate whether downtime information can be linked to production orders.
Reporting: Ask for machine-wise, shift-wise and production-line-wise reports.
Scalability: Consider whether the software can support additional machines and factories later.
Total cost: Review subscriptions, implementation, sensors, integrations and ongoing support.
Manufacturers do not only need machine monitoring. They also need organised business operations covering inventory, purchasing, sales, accounts, billing and production-related workflows.
Digify Soft Solutions provides manufacturing ERP solutions designed to help businesses organise these important operations through a connected platform.
Inventory and stock management.
Purchase and supplier management.
Sales order management.
GST billing and invoicing.
Accounting and financial records.
CRM and customer information.
Warehouse and stock-related workflows.
Manufacturing-related business processes.
Business reports and operational visibility.
Customisation according to business requirements.
Business challenge | ERP-based approach |
|---|---|
Disconnected inventory records | Centralised inventory information |
Purchase tracking problems | Organised purchase records |
Delayed billing | Digital billing workflows |
Unclear customer orders | Sales order management |
Manual business reports | Centralised reporting |
Disconnected business departments | Connected ERP workflows |
For machine-level monitoring, automatic downtime detection, PLC/CNC connectivity, predictive maintenance and OEE calculations, discuss the required technical integrations separately with the Digify team. Do not assume these functions are included in every ERP configuration.
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Book FREE DemoManufacturing managers can monitor several performance indicators to understand production efficiency.
KPI | What it measures |
|---|---|
Total downtime | Total time equipment is stopped |
Availability | Proportion of planned time equipment is operating |
MTBF | Mean Time Between Failures |
MTTR | Mean Time To Repair |
OEE | Availability × Performance × Quality |
Machine utilisation | How effectively equipment is used |
Production output | Actual units produced |
Rejection rate | Percentage of rejected production |
MTBF and MTTR are useful maintenance indicators:
These metrics help manufacturers evaluate equipment reliability and repair performance.
Before introducing manufacturing downtime software:
Recording downtime without identifying its reason.
Ignoring small but frequent machine stoppages.
Depending only on operator memory.
Not maintaining breakdown history.
Ignoring preventive maintenance.
Failing to monitor spare parts availability.
Confusing machine monitoring with complete MES functionality.
Selecting software without checking machine compatibility.
Not training operators.
Ignoring production and maintenance reports.
Q1. What is the best MES software for manufacturing downtime management?
The best choice depends on the factory's production processes, machine connectivity requirements, reporting needs and budget. Siemens Opcenter, SAP Digital Manufacturing, AVEVA and other industrial platforms are worth evaluating.
Q2. What is downtime management software?
It is software used to record, monitor and analyse periods when machines or production processes are not operating as planned.
Q3. Can MES software automatically detect machine breakdowns?
Some MES platforms can detect equipment status through connected machines, sensors or industrial systems. Compatibility and integration must be verified.
Q4. What is OEE in manufacturing?
OEE means Overall Equipment Effectiveness. It measures equipment performance using availability, performance and quality.
Q5. How can manufacturers reduce machine downtime?
Manufacturers can improve maintenance planning, record breakdown causes, maintain spare parts, train operators and analyse recurring production losses.
Q6. What is MTBF?
Mean Time Between Failures measures the average operating time between equipment failures.
Q7. What is MTTR?
Mean Time To Repair measures the average time required to repair equipment after a failure.
Q8. Is ERP software enough for machine downtime tracking?
ERP can support production and maintenance-related business records, but automatic machine monitoring and detailed downtime analytics may require dedicated MES or machine-monitoring integrations.
Q9. Which industries need downtime monitoring?
Automobile, textile, plastic, pharmaceutical, food processing, packaging, chemical and engineering manufacturers can benefit from structured downtime monitoring.
Q10. Can small factories use downtime management software?
Yes. Small factories can begin with digital breakdown records and maintenance workflows before investing in advanced machine connectivity.
Q11. Does machine monitoring require sensors?
Depending on the machine and available controller, monitoring may use PLC data, existing industrial interfaces or additional sensors.
Q12. How can I book a Digify Soft Solutions manufacturing ERP demo?
Visit www.digifysoft.in or call +91 7425016636 to discuss your manufacturing ERP requirements.
Manufacturing downtime affects production output, operating costs and delivery schedules. Businesses that regularly monitor machine performance, record breakdowns and analyse production losses can make more informed operational decisions.
The right combination of MES, machine-monitoring and ERP software can help manufacturers improve production visibility and organise their business processes.
Before choosing software, evaluate machine connectivity, downtime reporting, OEE, maintenance workflows, inventory integration and total implementation costs.
For manufacturers looking to organise inventory, purchasing, sales, billing, accounts and production-related business operations, Digify Soft Solutions Manufacturing ERP is worth exploring.
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