We talk about the history and future of MQTT and HiveMQ, about why every company is becoming an IoT Company and more!
Industrial DataOps #11 with AVEVA – Clemens & Roberto on Unlocking the Value of Industrial Data
We explore the CONNECT industrial intelligence platform with Roberto Serrano Hernández and Clemens Schönlein
Industrial DataOps #10 with Celebal Technologies – Anupam Gupta on ERP, AI, and Lake Houses in Manufacturing
We talk to Anupam Gupta, Co-Founder & President North Americas at Celebal Technologies, to discuss how enterprise systems, AI, and modern data architectures are converging in manufacturing.
Industrial DataOps #9 with Databricks – David Rogers on scaling AI
We’re joined by David Rogers, Senior Solutions Architect at Databricks and talk about AI, data governance, and cloud-scale analytics.
Industrial DataOps #8 with InfluxData – Evan Kaplan on how Developer-Led Innovation is Reshaping Industrial Data
We talk to Evan Kaplan – the CEO of InfluxData – on all things data, but more specifically his Silicon Valley view on the industrial world.
Industrial DataOps #7 with Rhize – Geoff Nunan on Why Data Modeling in Manufacturing isn’t optional
In this episode we engage with Geoff Nunan, CTO and co-founder of Rize, to explore the complexities of industrial data management.
Industrial DataOps #6 with Splunk – Joel Jacob on the road from Cyber Security to Sensor Data
In this episode we talk to Joel Jacob about Splunk’s growing focus on OT.
Industrial DataOps #5 with Litmus – John Younes on Scaling Industrial DataOps
Our guest today is John Younes, Co-founder and COO of Litmus, a company that has been at the forefront of industrial data platforms for the past 10 years.
What is Network Segmentation in OT?
Network segmentation in OT divides industrial networks into isolated zones, reducing cybersecurity risks and preventing unauthorized access to critical systems.
What is SCADA (Supervisory Control and Data Acquisition)?
SCADA is a system used for monitoring and controlling industrial processes, allowing operators to manage infrastructure in real-time through centralized software.
What is an Expert System in Industry?
An expert system in industry is an AI-based decision-support tool that mimics human expertise to optimize manufacturing, maintenance, and process control.
What is a Data Lake vs Data Warehouse in Manufacturing?
A data lake stores raw, unstructured industrial data for flexible analysis, while a data warehouse structures data for predefined queries and reporting.
What is the Purdue Model for Industrial Control Systems (ICS)?
The Purdue Model for ICS structures industrial control systems into hierarchical levels, improving security, network segmentation, and operational efficiency.
What is Zero Trust Security in OT?
Zero Trust Security in OT applies strict access controls, continuous verification, and network segmentation to protect industrial environments from cyber threats.
What is MQTT in Industrial IoT?
MQTT (Message Queuing Telemetry Transport) is a lightweight messaging protocol used in Industrial IoT for real-time, efficient, and secure data communication between devices.
What is the Purdue Model for Cybersecurity?
The Purdue Model for Cybersecurity structures industrial networks into hierarchical zones, implementing security controls to mitigate cyber threats and improve resilience.
What is a Security Operations Center (SOC) for OT?
A Security Operations Center (SOC) for OT is a dedicated cybersecurity hub that monitors, detects, and responds to threats targeting industrial control systems (ICS) and OT networks.
What is the ISA/IEC 62443 Standard?
The ISA/IEC 62443 standard provides cybersecurity guidelines for industrial control systems (ICS), ensuring secure design, implementation, and operation of OT environments.
What is the Difference Between Unified Namespace and OPC UA?
Unified Namespace (UNS) provides a centralized, real-time data structure, while OPC UA is a standardized communication protocol that enables secure data exchange between industrial devices.
What is Deep Learning in Manufacturing?
Deep learning in manufacturing uses AI algorithms to analyze complex industrial data, automate processes, and improve quality control, predictive maintenance, and robotics.
What is a Unified Namespace in IIoT?
A Unified Namespace (UNS) in IIoT is a centralized data architecture that organizes and distributes real-time industrial data across connected IIoT devices and enterprise systems.
What is Edge Computing in Manufacturing?
Edge computing in manufacturing refers to processing data closer to the source, such as machines and sensors, instead of relying on centralized cloud systems.
What is ISA-95 in Industrial Data Management?
ISA-95 is an international standard that defines best practices for integrating enterprise IT and industrial control systems, ensuring consistent data flow in manufacturing environments.
What is an IT/OT Convergence Strategy?
An IT/OT convergence strategy outlines the approach for integrating IT and OT systems to enhance data flow, cybersecurity, and industrial automation capabilities.
Industrial DataOps #4 with HighByte – Aron Semle on the Future of Unified Data
We’re joined by Aron Semle, CTO at HighByte, to discuss how contextualized industrial data, Unified Namespace, and Edge AI are transforming IT/OT collaboration.
What is AI in Manufacturing?
AI in manufacturing uses artificial intelligence technologies such as machine learning, computer vision, and predictive analytics to optimize production processes and quality control.
What is Computer Vision in Quality Control?
Computer vision in quality control uses AI-powered image processing and deep learning to inspect products for defects, ensuring consistency and improving manufacturing efficiency.
What is an IT/OT Roadmap?
An IT/OT roadmap is a strategic plan that outlines how organizations will integrate IT and OT systems, improve security, and enhance industrial automation over time.
What is the Purdue Model for IT/OT Security?
The Purdue Model for IT/OT security defines a structured approach to segmenting IT and OT networks, reducing cybersecurity risks and enhancing industrial system protection.
What is a Data Map in Industrial Systems?
A data map in industrial systems is a structured representation of data flow and relationships between different OT and IT systems, enabling better data management and integration.
What is Industrial Data Analytics?
Industrial data analytics involves collecting, processing, and analyzing manufacturing and operational data to improve efficiency, quality, and predictive maintenance.
What is Natural Language Processing (NLP) in Manufacturing?
Natural Language Processing (NLP) in manufacturing enables AI-powered analysis of text and voice data, improving predictive maintenance, quality control, and human-machine interaction.
What is an IT/OT Convergence Framework?
An IT/OT convergence framework is a structured model that guides organizations in integrating IT and OT systems, ensuring interoperability, security, and efficiency.
What is API Integration in Industrial Systems?
API integration in industrial systems connects different software applications, enabling seamless data exchange and automation between IT and OT environments.
What is an Industrial Data Lake?
An industrial data lake is a centralized repository that stores large volumes of raw, unstructured industrial data for advanced analytics and AI-driven insights.
What is IT/OT Alignment?
IT/OT alignment ensures that information technology (IT) and operational technology (OT) teams collaborate effectively to improve efficiency, security, and data integration in industrial settings.
What is an Industrial Protocol?
An industrial protocol is a standardized communication system that enables data exchange between industrial devices, machines, and control systems in automation environments.
Industrial DataOps #3 with TwinThread – Andrew Waycott on scaling AI in Manufacturing
In this 3th episode, we sit down with Andrew Waycott and discuss all things AI
What is the Purdue Model in Industrial Cybersecurity?
The Purdue Model in Industrial Cybersecurity applies security principles to the Purdue Network Model, mitigating cyber risks in industrial automation and control systems.
What is an Advanced Process Control (APC)?
Advanced Process Control (APC) is a set of technologies that use real-time data and predictive analytics to optimize industrial processes and improve efficiency.
What is an Example of a Unified Namespace?
An example of a Unified Namespace is a real-time data hub that integrates SCADA, MES, ERP, and IoT data into a single structured namespace, improving visibility and automation.
What is an Enterprise Operational Data Platform?
An enterprise operational data platform centralizes industrial and business data, enabling seamless integration, real-time analytics, and enterprise-wide automation.
What is the Purdue Reference Architecture?
The Purdue Reference Architecture is a hierarchical model that defines industrial automation levels, improving security, data flow, and network segmentation in OT environments.
What is an Operational Intelligence Platform?
An operational intelligence platform provides real-time analytics and insights, enabling industrial organizations to optimize performance, security, and decision-making.
What is IT/OT Convergence?
IT/OT Convergence is the integration of Information Technology (IT) and Operational Technology (OT) to enable seamless data exchange, improved efficiency, and enhanced security in industrial environments.
What is an Industrial Data Platform?
An Industrial Data Platform is a centralized system that aggregates, processes, and contextualizes operational and business data from industrial assets.
What is a Cloud-Based Operational Data Platform?
A cloud-based operational data platform centralizes industrial data in the cloud, enabling real-time monitoring, analytics, and AI-driven automation.
What is Unified Namespace Architecture?
Unified Namespace Architecture is a data structuring approach that centralizes and standardizes real-time industrial data for seamless communication across IT and OT systems.
What is an Operational Data Platform?
An Operational Data Platform is a specialized data management system designed for industrial environments.
What are the Limitations of the Purdue Model?
Despite its foundational role in industrial security and automation, the Purdue Model has limitations in modern digital transformation.
What is a Digital Supply Chain?
A digital supply chain leverages Industry 4.0 technologies, such as IoT, AI, and cloud computing, to improve visibility, efficiency, and decision-making in supply chain operations.
What is a Real-Time Operational Data Platform?
A real-time operational data platform provides instant access to live industrial data, enabling quick decision-making, process automation, and predictive analytics.
Industrial DataOps #2 with Crosser – Martin Thunman about The Power of Industrial Data in Motion
In this episode we talk to Martin Thunman, CEO and co-founder of Crosser about data in motion, IT and OT silos and more!
What is IT/OT Governance?
IT/OT governance defines the policies, standards, and frameworks for aligning IT and OT systems to ensure security, compliance, and operational efficiency.
What is the Purdue Network Model?
The Purdue Network Model structures industrial control systems (ICS) into secure layers, ensuring proper segmentation, data flow, and cybersecurity best practices.
What is OT Threat Detection?
OT threat detection refers to cybersecurity practices that identify and mitigate cyber threats targeting operational technology (OT) environments, including SCADA, ICS, and industrial IoT systems.
What is Industry 4.0 vs Industry 5.0?
Industry 4.0 focuses on smart manufacturing with automation, IoT, and data analytics, while Industry 5.0 emphasizes human-machine collaboration and sustainability.
What is an Enterprise Data Platform for Manufacturing?
An enterprise data platform for manufacturing centralizes industrial data, providing real-time analytics and AI-driven insights for smarter decision-making.
What is the Purdue Security Model?
The Purdue Security Model is a cybersecurity framework based on the Purdue Network Model that protects industrial systems by enforcing network segmentation and access controls.
What is the Purdue Model for IIoT Security?
The Purdue Model for IIoT Security applies layered security controls to protect Industrial IoT (IIoT) environments from cyber threats, ensuring safe data exchange between IT and OT systems.
What is the Purdue Model for OT Security?
The Purdue Model for OT Security provides a structured framework to protect operational technology (OT) systems by isolating IT and OT layers and enforcing cybersecurity controls.
What is a Digital Twin in Manufacturing?
A digital twin in manufacturing is a virtual representation of a physical asset, process, or system that enables real-time monitoring, simulation, and optimization.
What is an AI-Driven Operational Data Platform?
An AI-driven operational data platform integrates artificial intelligence with industrial data, enabling predictive analytics, automation, and process optimization.
What is a Unified Namespace vs. a Data Lake?
A Unified Namespace organizes real-time industrial data for immediate use, while a data lake stores raw data for later processing and advanced analytics.
What is Industrial Automation?
Industrial automation refers to the use of control systems, robotics, and AI-driven technologies to automate manufacturing and industrial processes, reducing human intervention and improving efficiency.
What is a Unified Namespace for Industry 4.0?
A Unified Namespace for Industry 4.0 is a structured data model that integrates real-time industrial data across smart manufacturing systems, enabling automation, AI, and analytics.
What is the Purdue Model?
The Purdue Model is a hierarchical framework for industrial control systems that defines security zones and data flow between enterprise and operational networks.
Industrial DataOps #1 with David & Willem – Deep dive into our capability map, data management and more
In this episode, David and Willem take you behind the scenes of their Industrial Data Platform Capability Map—a structured way to understand how organizations can truly leverage their industrial data. David talks about the role of a platform and which capabilities are needed to build it. He also focuses on the role of Data Management and how that is linked to building a Unified Namespace.
What is a Data Diode?
A data diode is a cybersecurity device that ensures one-way data flow, protecting industrial control systems (ICS) from external cyber threats and unauthorized access.
What is an IT/OT Integration Strategy?
An IT/OT integration strategy defines how businesses align IT and OT systems, ensuring smooth data flow, interoperability, and cybersecurity in industrial environments.
What is Autonomous Manufacturing?
Autonomous manufacturing uses AI, robotics, and IoT to enable self-optimizing production systems with minimal human intervention, enhancing efficiency and adaptability.
What is Interoperability in IT/OT Systems?
Interoperability in IT/OT systems refers to the seamless integration and communication between IT (business systems) and OT (industrial control systems) for improved efficiency and decision-making.
What is the Purdue Security Framework?
The Purdue Security Framework is a cybersecurity model that enhances the traditional Purdue Model by incorporating modern security principles, including Zero Trust and network segmentation.
What is a Data Historian?
A data historian is a specialized database designed to store, retrieve, and analyze historical industrial process data for performance optimization and regulatory compliance.
What is DataOps for Industrial Data?
DataOps for industrial data is a methodology that applies DevOps principles to data management in manufacturing.
What is a Unified Namespace for Manufacturing?
A Unified Namespace for Manufacturing integrates real-time production data into a centralized structure, enabling automation, AI-driven analytics, and process optimization.
What is a Manufacturing Execution System (MES)?
A Manufacturing Execution System (MES) is software that monitors, tracks, and controls manufacturing operations to improve efficiency, quality, and compliance.
What is an OT Data Platform?
An OT data platform is a specialized system that collects, contextualizes, and processes operational technology (OT) data for industrial automation and analytics.
What is OPC UA (Open Platform Communications Unified Architecture)?
OPC UA (Open Platform Communications Unified Architecture) is an industrial communication protocol that ensures secure, platform-independent data exchange between devices and systems.
What is an Industrial Data Infrastructure?
An industrial data infrastructure is the foundation that supports data collection, storage, processing, and integration across industrial systems and applications.
What is an Industrial Operational Data Hub?
An industrial operational data hub centralizes, processes, and distributes real-time industrial data, improving data accessibility and integration for analytics and automation.
What is the Purdue Model in Manufacturing?
The Purdue Model in manufacturing structures automation systems into hierarchical layers, improving process control, data management, and cybersecurity.
What is an IT/OT Cybersecurity Strategy?
An IT/OT cybersecurity strategy outlines the security controls, frameworks, and best practices needed to protect industrial control systems from cyber threats.
What is a Distributed Control System (DCS)?
A Distributed Control System (DCS) is an industrial automation system that controls complex processes by distributing control functions across multiple controllers and workstations.
What is Digital Identity Management in OT?
Digital identity management in OT involves authenticating and authorizing users, devices, and systems in industrial environments to prevent unauthorized access and cyber threats.
What is an Industrial Data Warehouse?
An industrial data warehouse is a structured storage system designed for querying and reporting on industrial data, optimizing business intelligence and decision-making.
What is the Purdue Model for Industrial Automation?
The Purdue Model for Industrial Automation structures control systems into hierarchical layers, enabling secure and efficient communication between IT and OT systems.
What is an Industrial Data Management System?
An industrial data management system is a comprehensive solution that organizes, processes, and secures industrial data for analytics, compliance, and operational efficiency.
What is Predictive Maintenance?
Predictive maintenance uses data analytics, IoT sensors, and AI algorithms to predict equipment failures and schedule maintenance before breakdowns occur, reducing downtime and costs.
What is a Process Control System?
A Process Control System is an automation system that manages and regulates industrial processes to ensure efficiency, consistency, and safety.
What is a Smart Manufacturing Data Platform?
A smart manufacturing data platform enables real-time data integration and analytics, optimizing production, maintenance, and supply chain efficiency.
What is the ISA-95 Purdue Model?
The ISA-95 Purdue Model combines the ISA-95 standard with the Purdue Network Model to standardize data flow between enterprise IT and industrial control systems.
What is a Programmable Logic Controller (PLC)?
A Programmable Logic Controller (PLC) is an industrial computer used to automate processes by executing pre-programmed instructions in real-time.
What is IT/OT Collaboration in Manufacturing?
IT/OT collaboration in manufacturing involves integrating IT and OT teams, systems, and processes to drive efficiency, security, and innovation in industrial environments.
What is an Enterprise Service Bus (ESB) in Manufacturing?
An Enterprise Service Bus (ESB) in manufacturing is a software architecture that facilitates communication and integration between different industrial applications and systems.
What is an Industrial Data Fabric?
An industrial data fabric is an architecture that integrates, contextualizes, and delivers real-time industrial data across IT and OT environments for analytics and automation.
What is IT/OT Digital Transformation?
IT/OT digital transformation is the process of modernizing industrial operations by integrating digital technologies, automation, and cybersecurity into IT and OT environments.
What is Industrial IoT (IIoT) Security?
Industrial IoT (IIoT) security protects connected industrial devices, sensors, and control systems from cyber threats, ensuring safe and reliable operations.
What is a Human-Machine Interface (HMI)?
A Human-Machine Interface (HMI) is a user interface that allows operators to interact with industrial automation systems, monitor processes, and control machinery.
What is an Industrial Data Platform?
An Industrial Data Platform is a centralized system that collects, processes, and contextualizes operational data from industrial assets to enable real-time analytics and AI-driven insights.