Insights

Ideas that shape the future of manufacturing

Guides, case studies, and expert perspectives on Digital Twin, IIoT, IRIS, and Industry 4.0.

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Knowledge base for each DBR77 product

Expert articles written and reviewed by the people who build and deploy our products.

DBR77 IIoT: machine monitoring on the shop floor

DBR77 IIoT

Connecting machines, live OEE, downtime and shop-floor data, step by step.

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DBR77 IRIS: plant operations software

DBR77 IRIS

MES, CMMS, QMS, WMS and daily plant operations explained in practice.

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All articles

CMMI – The Foundation of Process Governance and Data Integrity
2026-04-13

CMMI – The Foundation of Process Governance and Data Integrity

CMMI (Capability Maturity Model Integration) In the rush to deploy AI and robotics, many manufacturers skip the boring part: process stability and data…

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Lean 4.0: The Synergy of Efficiency and Technology
Consultify• 2026-03-24

Lean 4.0: The Synergy of Efficiency and Technology

Lean 4.0 For decades, Lean Manufacturing has been the religion of production efficiency, preaching the elimination of waste ( Muda ) and the pursuit of…

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Digital Development Roadmap (DRD): From Strategy to Robotization
Consultify• 2026-03-09

Digital Development Roadmap (DRD): From Strategy to Robotization

The world is full of strategic reports that gather dust on executive shelves. The Execution Gap the chasm between knowing what to do and actually doing it is…

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Smart Industry Readiness Index (SIRI): The Global Gold Standard for Technical Benchmarking
Consultify• 2026-02-23

Smart Industry Readiness Index (SIRI): The Global Gold Standard for Technical Benchmarking

In the high-stakes world of global manufacturing, intuition is no longer enough. Decisions involving millions of dollars in CAPEX require rigorous, data-backed…

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How has the direction of robotization changed over recent years?
2026-02-16

How has the direction of robotization changed over recent years?

The direction of robotization has shifted radically: from simply replacing muscle power to integrating AI-supported decision-making processes. Today, the…

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Advanced Manufacturing (ADMA): The European Path to Sustainable and Human-Centric Industry 5.0
Consultify• 2026-02-09

Advanced Manufacturing (ADMA): The European Path to Sustainable and Human-Centric Industry 5.0

The Advanced Manufacturing (ADMA) methodology represents a paradigm shift in how we evaluate industrial progress, moving away from a purely technocratic view…

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RoadMap: Why Industrial Intelligence Begins with Measurement, Not a Robot Purchase?
2026-01-14

RoadMap: Why Industrial Intelligence Begins with Measurement, Not a Robot Purchase?

Industrial Intelligence: Measure – Optimize – Automate. Path to success Digital Development RoadMap We are entering 2026, a year where technology is no longer…

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Robotics Trends 2026: Physical AI, Humanoids & The “Simulate-then-Procure” Shift
2025-12-30

Robotics Trends 2026: Physical AI, Humanoids & The “Simulate-then-Procure” Shift

Discover the top robotics trends for 2026. From Physical AI and Agentic Workflows to the rise of the Digital Nervous System. Learn how to de-risk your…

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From Data to Dividends: How to Measure and Maximize ROI from IoT in Manufacturing
2025-09-18

From Data to Dividends: How to Measure and Maximize ROI from IoT in Manufacturing

The return on investment (ROI) from the Industrial Internet of Things (IoT) is about translating collected data into measurable savings and increased…

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Industry 5.0 is about people. What role do cobots play in it?
Robotics• 2025-09-01

Industry 5.0 is about people. What role do cobots play in it?

Cobots in Industry 5.0 are partners for humans, not their replacements. Their key role is to augment human capabilities, take over monotonous and non-ergonomic…

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Workplace Safety in the Era of AMRs, Digital Twin, and IIoT
2025-08-24

Workplace Safety in the Era of AMRs, Digital Twin, and IIoT

Introduction – Production Automation Meets Safety Innovations such as Autonomous Mobile Robots (AMRs), Digital Twin, and Industrial IoT (IIoT) are transforming…

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Autonomous Operations
2025-08-18

Autonomous Operations

How Generative AI, Robotics, and Digital Twins Are Creating the Self-Correcting Factory Introduction For years, the promise of Industry 4.0 has been about…

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Determining Production Capacity and Setting Realistic Work Standards
2025-08-10

Determining Production Capacity and Setting Realistic Work Standards

Accurately determining production capacity and establishing realistic work standards are critical for efficient manufacturing. Without precise data, companies…

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Why Is My OEE Low? How to Find the Real Causes on Your Lines
2025-08-03

Why Is My OEE Low? How to Find the Real Causes on Your Lines

Low OEE almost always comes down to two or three specific losses. Here is how to split the number, find where the time goes and confirm the cause on the line.

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How to Eliminate OEE Losses: A Fix for Each of the Six Big Losses
2025-07-28

How to Eliminate OEE Losses: A Fix for Each of the Six Big Losses

Each of the six big OEE losses needs its own fix. Here is what to change for breakdowns, changeovers, short stops, slow running and scrap, and how to check that the fix worked.

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Increasing Visibility of Production Processes 
2025-07-21

Increasing Visibility of Production Processes 

Without full visibility into production processes, companies make decisions based on incomplete or outdated information-leading to wasted time, resources, and…

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Improving Product Quality and Reducing Defects
2025-07-13

Improving Product Quality and Reducing Defects

Defective products generate not only direct financial losses but also damage a company’s reputation and lead to customer churn. In today’s competitive market,…

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Reducing Operational Costs in Manufacturing
2025-07-06

Reducing Operational Costs in Manufacturing

High operational costs-energy, materials, and labor-are among the biggest barriers to improving profitability in manufacturing. Many companies struggle to…

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How to Optimize a Production Process Without Guesswork
2025-06-27

How to Optimize a Production Process Without Guesswork

Optimizing a production process starts with the one station that limits output. Here is how to find it, measure it and test changes in a simulation before you touch the floor.

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Predictive Maintenance – Ending Unplanned Downtime 
2025-05-24

Predictive Maintenance – Ending Unplanned Downtime 

Unplanned equipment failures are one of the most significant hidden costs in manufacturing. Every unexpected stoppage not only brings direct financial losses…

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How to Reduce Unplanned Machine Downtime: A Plant Manager’s Plan
2025-05-17

How to Reduce Unplanned Machine Downtime: A Plant Manager’s Plan

A four-step plan to reduce unplanned machine downtime: measure every stop with a reason, shorten the response, match maintenance to each machine and remove repeat failures.

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How to Effectively Monitor Production in Real Time – A CEO’s Guide to Data-Driven Manufacturing 
2025-05-09

How to Effectively Monitor Production in Real Time – A CEO’s Guide to Data-Driven Manufacturing 

In today’s fast-paced manufacturing world, success depends on having immediate access to accurate, up-to-date information about your production processes. When…

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IoT in manufacturing – sensors in the data collection process.
2025-03-05

IoT in manufacturing – sensors in the data collection process.

This is another article in our series on IoT in manufacturing and its practical applications in industry. In previous texts, we discussed machine monitoring…

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Cycle time – the key to efficient production
2025-02-20

Cycle time – the key to efficient production

So how can cycle time be measured and optimised automatically? What is cycle time and why is it important in manufacturing? Cycle time is the time required to…

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Industrial IoT – automatic collection of production data
2025-02-13

Industrial IoT – automatic collection of production data

Why is production data collection important? Modern production facilities operate in highly volatile conditions, where short production runs and product…

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Impact of the COVID-19 pandemic and the conflict in Ukraine on the robot market
2024-04-12

Impact of the COVID-19 pandemic and the conflict in Ukraine on the robot market

The COVID-19 pandemic and the conflict in Ukraine had a decisive impact on the robot market between 2021-2023. They revealed the complexity and challenges…

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