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Blog
Follow Parsec’s blog to stay up-to-date on the complex world of manufacturing with our team’s expert insight, trends and innovation on such topics as manufacturing execution systems, manufacturing operations management, production planning and scheduling, digital manufacturing, and more.
Featured Blog Posts

Why Human Context Is the Missing Ingredient in Manufacturing AI
AI insights fall short without understanding the “why” behind the data. Capturing human context via TrakSYS Journals and IQ Assistant enables more accurate analysis, stronger root-cause insights, and more actionable recommendations.
Industry 4.0
Data & Analytics
Operational Visibility

How Equipment Lifecycle Management Reduces Unplanned Downtime
Learn how this approach to asset management helps manufacturers reduce unplanned downtime, extend asset life, and build reliable maintenance strategies.
Industry Insights
Maintenance & Wrench Time
Data & Analytics

Industry 5.0 and Human-Centric Manufacturing: A New Blueprint for the Modern Factory
Manufacturing is evolving beyond automation into human-centric, sustainable, and resilient operations, emphasizing collaboration between people and technology to improve agility, decision-making, and long-term performance.
Industry 4.0
Smart Manufacturing
Operational Visibility

How Tag Explosion Impacts Production Data and How to Prevent It
Unstructured data growth causes confusion, inconsistent KPIs, and unreliable analytics. Tag explosion can be mitigated by MES platforms that enforce structure using standardized models, events, and KPIs.
Data & Analytics
Operational Visibility
Smart Manufacturing

What Are Electronic Batch Records (EBRs)?
Batch documentation is shifting from manual records to real-time digital systems. With EBRs, manufacturers can capture production data, enforce workflows, and strengthen traceability to improve accuracy, efficiency, and compliance.
Compliance & Audit Pressure
Smart Manufacturing
Operational Visibility

Manufacturing Process Automation: Benefits, Technologies & Use Cases
Automation connects machines, data, and workflows to execute production with greater speed and consistency. Combining robotics, IIoT, AI, and MES enables real-time control, better quality, and scalable operations.
Smart Manufacturing
Automation & Control Systems
Operational Visibility

Planned vs Expected vs Actual Consumption: Key Manufacturing Metrics
Material efficiency depends on understanding how resources are used in production. Comparing planned, expected, and actual consumption reveals design gaps, execution losses, and hidden waste—turning material usage into a measurable driver of cost control and performance.
Operational Visibility
Continuous Improvement
Data & Analytics

Predictive vs Preventive Maintenance in Manufacturing
Maintenance strategy shapes uptime, cost, and reliability. Preventive schedules offer consistency, while predictive approaches use real-time data to balance planned servicing with condition-based insights.
Maintenance & Wrench Time
Data & Analytics
Smart Manufacturing


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