Machine Data Blog: OEE & Machine Monitoring

Retrofit Digitalization – 4 Essential Steps to AI-Ready Strategy

Retrofit Digitalization – 4 Essential Steps to AI-Ready Strategy “We run a mixed shop‑floor: legacy machines without digital interfaces alongside newer, smart‑enabled equipment. What should be our AI-ready strategy?” This is one of the most frequently asked questions we’ve encountered...

July 21, 2025

Machine Data KI gesteuerte Maschinendatenerfassung

Machine Data Blog: OEE & Machine Monitoring

AI-controlled machine data acquisition

Revolutionize Your Manufacturing with AI-Controlled Machine Data Acquisition! Dive into the world of digitalized production, ensuring peak efficiency and quality with Novo AI. Discover the future of intelligent machine monitoring now!

October 9, 2023

Machine Data Blog: OEE & Machine Monitoring

IoT Sensors and Federated Learning: Benefits for Industrial SMEs in Germany

How IoT Sensors Give Old Machines New Life: Real-Time Data for a Smarter Factory In today’s fast-paced industrial landscape, companies face constant pressure to increase efficiency, reduce downtime, and stay competitive. While many enterprises aspire to modernize their production environments,...

February 21, 2023

Machine Data Blog: OEE & Machine Monitoring

Digital solutions for unplanned downtime

Realtime Machine Monitoring: Eliminating Downtime Through Visibility and Maintenance Unplanned downtime remains one of the most disruptive and costly problems in industrial operations. When machines unexpectedly stop due to equipment failures, software malfunctions, mechanical wear, or human error, production processes...

December 27, 2021

Machine Data Blog: OEE & Machine Monitoring

AI in Production: Opportunities & Risks

An interview with Iris Phan (fully qualified lawyer and Lecturer) that covers the topics of risks and opportunities of AI & the role of ethics, data protection and transparency.

August 16, 2021

Machine Data Blog: OEE & Machine Monitoring

Improve Reliability by Using AI

Improve Production With AI: How Artificial Intelligence Increases Reliability and Prevents Failures in Manufacturing Production reliability is one of the most critical factors in industrial environments. When machines fail or processes break down due to technical errors, corrosion, or component...

July 23, 2021

Machine Data Blog: OEE & Machine Monitoring

Artificial Intelligence and Productivity

WHAT IS ARTIFICIAL INTELLIGENCE (AI)? It depends on who you ask. Minsky and McCarthy defined artificial intelligence as the performance of any task by a machine that was once thought to necessitate human intelligence. That’s obviously a fairly broad definition,...

May 14, 2021

Machine Data Blog: OEE & Machine Monitoring

Machine Data Acquisition and Intelligent Manufacturing

Despite the obvious benefits of technology in terms of the pace and quality of production, machine breakdowns are proving to be a massive hurdle for countless businesses. One of the leading challenges of running a smooth and efficient production line...

May 1, 2021

Machine Data Blog: OEE & Machine Monitoring

Six Benefits of Smart Factory

Smart Factory: Core Principles, Industrial Impact, and System Architecture A smart factory is a manufacturing environment built on autonomous processes, continuous optimization, and machine-driven decision logic. It operates through connected systems that collect, transfer, and process machine data without manual...

April 22, 2021

Echtzeit-Produktionskontrolle mit WatchMen Plattform im Einsatz

Machine Data Blog: OEE & Machine Monitoring

Machine Data Collection in Manufacturing

Machine Data Collection in Manufacturing: How Big Data Transforms Modern Production Digital transformation in industrial environments is no longer optional. Today, machine data collection in manufacturing plays a central role in improving efficiency, increasing process transparency, predicting failures, minimizing waste,...

April 8, 2021

Produktionsleiter geht durch Fertigungshalle und prüft Maschinendaten auf einem Tablet

Machine Data Blog: OEE & Machine Monitoring

The Importance Of Data In Production

Machine Data in Production: Why Machine Data Drives Predictive Maintenance and Smarter Decisions Modern manufacturing relies on one critical resource that is often underestimated: machine data in production. Every machine, sensor, and system in a production environment continuously generates information—raw,...

March 6, 2021

Invisible idle time in production: Machine are not working:

Machine Data Blog: OEE & Machine Monitoring

Invisible Idle in Production: How Missing Real-Time Data Costs Thousands of Euro Every Year

Invisible idle time costs medium-sized factories thousands of euros annually. How real-time machine data, retrofitting, and local analytics can make idle time visible and increase OEE

February 24, 2026

Machine Data Blog: OEE & Machine Monitoring

Unconnected Machines: How 2–4 hours of Downtime per Shift will Destroy your Margin

Unconnected Machines destroy margins fast: See how 2–4 hours of downtime per shift impact OEE, review real calculations, and explore practical solutions like WatchMen for mid-sized factories

February 18, 2026

Machine Data Blog: OEE & Machine Monitoring

The True Cost of Manual Production Planning in 2025

Manual production planning hides real costs: downtime, poor OEE and energy waste. Learn concrete 2023–2025 stats, case studies and pragmatic steps for SMEs to quantify ROI.

October 31, 2025

MDE mit KI: Mehr sparen als mit DIY Mitarbeiterteam wertet KPIs der Maschinenproduktion auf großem Bildschirm aus

Machine Data Blog: OEE & Machine Monitoring

AI-Powered Machine Data Acquisition: Save More Than DIY Ever Could

Machine data acquisition with AI and retrofits delivers faster OEE gains than DIY setups. Practical steps for Mittelstand manufacturers to capture, clean and act on signals.

October 24, 2025

Mann analysiert Maschinendaten auf Bildschirm – intelligente Maschinendatenerfassung (MDE) in Echtzeit mit KI-Unterstützung

Machine Data Blog: OEE & Machine Monitoring

Fehlende Maschinendaten: Strategien und Lösungen

Fehlende Maschinendaten: Strategien und Lösungen In der modernen Industrie sind Biegemaschinen das Rückgrat vieler Produktionsprozesse. Sie formen Metall, Aluminium oder Stahlbleche mit Präzision und Wiederholgenauigkeit – Tag für Tag, Schicht für Schicht. Doch in einer zunehmend datengetriebenen Fertigungswelt stellt sich...

March 27, 2025

Machine Data Blog: OEE & Machine Monitoring

Watchmen platform: IoT and AI-based production optimization

Today’s business world is characterized by rapid change and growing competition. Companies need to increase their efficiency and optimize their processes to stay in the race. In this blog post, we will focus on the importance of the Watchmen platform...

March 30, 2023

Machine Data Blog: OEE & Machine Monitoring

Predictive Maintenance: Reduce Unplanned Downtime

Predictive Maintenance: Reducing Unplanned Downtime Through Data-Driven Maintenance Strategies Unplanned downtime remains one of the most costly and disruptive events in industrial environments. It occurs when equipment unexpectedly stops functioning due to failures that have not been anticipated or detected...

December 29, 2021

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Archives

Retrofit Digitalization – 4 Essential Steps to AI-Ready Strategy

AI-controlled machine data acquisition

IoT Sensors and Federated Learning: Benefits for Industrial SMEs in Germany

Digital solutions for unplanned downtime

AI in Production: Opportunities & Risks

Improve Reliability by Using AI

Artificial Intelligence and Productivity

Machine Data Acquisition and Intelligent Manufacturing

Six Benefits of Smart Factory

Machine Data Collection in Manufacturing

The Importance Of Data In Production

Invisible Idle in Production: How Missing Real-Time Data Costs Thousands of Euro Every Year

Unconnected Machines: How 2–4 hours of Downtime per Shift will Destroy your Margin

The True Cost of Manual Production Planning in 2025

AI-Powered Machine Data Acquisition: Save More Than DIY Ever Could

Fehlende Maschinendaten: Strategien und Lösungen

Watchmen platform: IoT and AI-based production optimization

Predictive Maintenance: Reduce Unplanned Downtime

Invisible Idle in Production: How Missing Real-Time Data Costs Thousands of Euro Every Year

Unconnected Machines: How 2–4 hours of Downtime per Shift will Destroy your Margin

The True Cost of Manual Production Planning in 2025

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