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The Advanced Manufacturing Technology Opportunity Engine provides profiles of innovations related to autonomous mobile robots (AMRs) enabling pallet and trolley transportation across dynamic intralogistics environments; compact 6-axis robotic systems supporting modular and flexible laboratory automation; autonomous agricultural unmanned ground vehi...

Manufacturers are confronting a skilled labor shortage. As they try to find a solution, augmented connected worker (ACW) platforms can become a key ally in training the new workforce and strengthening employee retention through comprehensive upskilling capabilities, skills management tools, and assistance throughout their shifts. ACW platforms have...

07 Oct 2025  |  Global  |  Market Research

Industrial Hybrid AI Market, Global, 2024–2029

Industrial Hybrid AI Market is Experiencing Transformational Growth due to the Urgency for Adaptive Intelligence in Critical Decision-Making

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Hybrid AI is an integrative approach reshaping how AI is applied to mission-critical applications. Its potential lies in addressing the critical limitations of current AI solutions, with key market drivers including enhanced interpretability and explainability, greater application flexibility, and improved scalability and efficiency. Strong growth ...

The pervasiveness of digital technologies has reached a state of ubiquity in consumer products. Digitisation is gradually penetrating the manufacturing sector in order to produce cheaper and better consumer products. At times of uncertain and volatile economic conditions, manufacturers are seeking competitive advantages by modernising and upgrading...

18 Sep 2020  |  Global  |  Market Research

Value-added Services Backed by Industry 4.0 to Propel the Global Oil & Gas Refinery MRO Services Market, 2020–2024

Leveraging Cloud, Big Data and Analytics will Improve Accessibility for Customers and Enable MRO Service Providers to Generate New Revenue Streams

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Maintenance, repair and overhaul (MRO) services catering to the oil & gas refinery market will be adversely impacted by the Coronavirus 2019 (COVID-19) induced economics slump, alongside the oversupply of oil and lack of storage capacities 2016 to 2024 (the study period of this research). This market is currently (2019) valued at $15.40 billion and...

06 Sep 2017  |  North America  |  Market Research

Intelligence at the Edge—An Outlook on Edge Computing

Edge Computing Solutions will Redefine Analytics for Manufacturing OEMs

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Manufacturing, across the globe, is at the brink of a revolution. Advances in technologies are not only making manufacturing effective, but are enabling work to be “smarter”. The focus of this research on edge analytics is to analyse the industrial manufacturing market from a technology standpoint. The report could be extremely helpful to the...

Modern manufacturing is an intricate and complex process that requires accuracy and proper management. Companies must streamline their design, development, and production, ensure a stable and predictable supply chain for their products, and comply with environmental and safety regulations. Recent events have highlighted these requirements, includin...

Robotics usage in industrial settings has risen over the last decade due to their benefits, such as increased efficiency and productivity. The COVID-19 pandemic accelerated the shift from manual to automated operations as frequent lockdowns led to labor shortages in most industries. However, the high implementation costs mean large organizations te...

Industrial control and automation have been historically dependent on hardware devices and proprietary, vertically integrated systems. Shifting the centralization of logic and intelligence from hardware into software that can run on any capable device is a key step in improving productivity and flexibility in manufacturing. This shift also addresse...