Search results for: 'learning algorithm'

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...

The Economic Trend Opportunity Profiles (TOPs) series captures a structural shift in the global economy where national competitiveness is increasingly defined by control over AI capabilities, digital infrastructure, industrial capacity, and secure data ecosystems. Across AI-led productivity, smart manufacturing, digital risk, sovereign compute infr...

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

Infographics

×

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 advanced imaging sensors market is growing rapidly, driven by fast-paced innovations and increasing consumer demand. As industries place greater emphasis on comfort, convenience, safety, and efficiency, the global sensor market for autonomous vehicles and robotics is experiencing exponential growth. Governments and regulatory bodies across regi...

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

Infographics

×

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 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...

Industrial manufacturing faces unprecedented disruption from equipment downtime, skills shortages, and volatile trade policies, while legacy systems struggle to integrate with modern AI. Fortune 500 companies lose significant revenue each year to unplanned downtime. At the same time, manufacturers face margin compression from tariff volatility and ...