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The global oil demand has been increasing at a near constant rate and increasing deep-sea oil and gas finds are leading to more deep-sea rigs. A growing number of ROVs per rig has resulted in a nearly 33.0 percent increase in market size and opportunity. A skewed balance between supply and demand presents significant opportunities for new market pa...

AI maturity, implementation, and AI-enabled or AI-augmented operations are increasing year over year, moving from pilot to production. Because AI delivers the biggest business outcomes, it is a top outcome driver. The impact of AI can be seen in quality control and computer vision in smart manufacturing as well. AI-powered visual inspection transfo...

21 Dec 2021  |  Global  |  Market Research

Growth Opportunities for 5G in Process Industries

Integrated Digital Technologies and Internet of Things Connections Drive Smart Manufacturing Transformation

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Key Issues Addressed

The organizational and economic benefits of industrial digitization are increasingly clear and quantifiable. In addition, the falling prices of technologies such as machine learning, deep learning, edge computing, and big data analytics encourage transformation towards innovative business models where large amounts of interconnected devices are req...

•The need for robotic exoskeletons is driven by the need to eliminate worker injuries, to help disabled individuals walk by providing lower-limb support, and to reduce factory-related fatalities. Robotic exoskeletons are motorized wearable robots that provide superhuman strength to workers, thereby enabling them to lift heavy equipment in applicati...

14 Feb 2022  |  Global  |  Market Research

Global Oil Condition Monitoring Market

Real-time and Near Real-time Sensors in Oil Analysis

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Oil is a fundamental element for powering engines and for lubricating moving components in assets in the transportation sector. Oil is a key element that impacts productivity and profitability, making it a priority for customers. By monitoring the quality and characteristics of the oil, asset health and efficiency can be monitored, and any issues c...

Collaborative robotics is entering a new phase as advances in artificial intelligence, multimodal perception, force and tactile sensing, adaptive control, and robot learning enable cobots to move beyond fixed, pre-programmed tasks toward more context-aware and responsive automation. This Frost Radar™ evaluates 11 companies that are shaping the emer...

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 advancement of physical and embodied AI is facilitating a shift away from traditional repeatable-motion automation toward robots that can perceive, make decisions, and act in unpredictable real-world conditions. This will enable highly dexterous manipulation that exceeds conventional pick-and-place automation. As learning-based policies, founda...

Robotics technology has been undergoing major technological growth in recent years. With the advent of Industry 4.0 and smart factories, all industries across the spectrum are adopting advanced robotic automation solutions for varied applications according to industry requirements. Currently, the main robotic technologies are categorized under col...