In my last blog on Data Contextualization, we talked about data contextualization at various levels in the OT Ecosystem architecture, particularly in the Operational Data Lake. LNS Research is increasingly hearing the term “Data Hub” used to describe the processing, conditioning, contextualization, persistence, and access functionality so key to data management and one’s ability to scale the New OT Ecosystem. Questions we frequently hear are:
Read MoreCategories: Cloud, Big Data, Industrial Transformation / Digital Transformation, Artificial Intelligence / Machine Learning (AI/ML), IT/OT, Operational Architecture, Edge, Autonomous Operations, IX Platform, Data Analytics
It’s that time again…each year, LNS Research puts forth predictions around the key trends in the Industrial Transformation (IX) topics where we focus our research. In the case of Asset Performance Management (APM 4.0), our 2021 forecast focused on multiple definitions of Digital Twins, the shift of APM 4.0 to a broader view in terms of Operational Excellence (OE 4.0) and Operation Risk Management (ORM), the Connected Worker (CW), now called the Connected Frontline Workforce (CFW), and the Open Process Automation (OPA) pilots and related progress. Two additional trends are that the path to autonomy flows through Operational Excellence, a concept that requires redefinition and reimagining compared to past approaches; and second, the scale and depth of what it will take to be autonomous is not yet well understood.
Read MoreCategories: Operational Excellence, Risk Management, Industrial Transformation / Digital Transformation, Asset Performance Management (APM), Environment, Health and Safety (EHS), Digital Twin, Autonomous Operations, Data Analytics
Every year, LNS Research analysts put forth predictions around the Industrial Transformation (IX) topics where we focus our research. In December 2020, I made five predictions for 2021. This year I am going to make only one prediction – in multiple parts – but I will drill into that one prediction more extensively. To help you to decide whether my multi-part prediction for 2022 is worth considering, I am concluding this blog post with an assessment of how I did in my 2021 predictions (spoiler alert: by my count, I was 4 out of 5 but you can decide).
Read MoreCategories: Industrial Internet of Things (IIoT), Industrial Transformation / Digital Transformation, Industry 4.0 / Smart Manufacturing, Artificial Intelligence / Machine Learning (AI/ML), IIoT, IX Platform, Data Analytics
In a sign of the times, the topic of Sustainability was front and center at the 3rd annual LNS Research, The Industrial Transformation (IX) Event, held October 19-21, 2021. Keynote speakers on the morning of Day 1 included Michael Train, SVP and Chief Sustainability Officer of Emerson, and Ellis Jones, VP and Chief Sustainability Officer of The Goodyear Tire & Rubber Company. These speakers highlighted the strategic importance of sustainability to enterprise strategy in their organizations, as well as the critical role of leadership in achieving the transformational results Sustainability initiatives often aspire to.
Read MoreCategories: Sustainability, Industrial Internet of Things (IIoT), Industrial Transformation / Digital Transformation, Industry 4.0 / Smart Manufacturing, IT/OT, Environment, Health and Safety (EHS), Data Analytics
Some of the most frequently asked questions LNS Research receives when clients are planning to scale in Industrial Transformation (IX) are concerned with DataOps and data contextualization.
Read MoreCategories: Manufacturing Operations Management (MOM), Big Data, Manufacturing Execution System (MES), Industrial Transformation / Digital Transformation, IT/OT, Industrial Analytics, Data Analytics
In our December 2020 blog on AWS℠ Industrial, we noted that AWS and the other hyperscalers have always had the ambition to move up the value proposition and delivery stack. The hyperscaler’s objective is simple: to maximize the volume of dollars and services running through their platform. And, they incent their partners and their own salespeople to do so. They aim to win no matter which route one takes, directly through them or via their partners. We said that all roads lead to Rome.
Read MoreCategories: Solution Vendor / Software Vendor, Industrial Internet of Things (IIoT), Industrial Transformation / Digital Transformation, Artificial Intelligence / Machine Learning (AI/ML), Internet of Things (IoT), Data Analytics
If the adage, “With Change Comes Opportunity” is at all correct, Environment, Health and Safety (EHS) business leaders have opportunity in spades. Entering the second year of the COVID-19 pandemic, change and the ability to adapt to it have become the mantra for industrial organizations to get through the crisis. Over the past year, “resilience” and “agility” were the buzz words of corporate earnings calls and communications, perhaps to the point of overuse regardless of their validity.
Read MoreCategories: Industrial Transformation / Digital Transformation, Environment, Health and Safety (EHS), Connected Worker, Data Analytics
