Search results for: 'use and equip behavior analytics based on machine learning'
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17 Dec 2021  |  Global  |  Market Research
Oil & Gas Start-Up Tracker—Issue 22
Dynamic Companies Driving Innovation in Artificial Intelligence, Machine Learning, Analytics, Internet of Things, and Digitalization
Technological and digital trends are transforming the oil and gas industry. Main players commonly choose operational technologies (OTs) to carry out the automation of their oil and gas processes; however, newer technologies, such as AI, IoT, and robotics are starting to gain more relevance in the industry. Oil and gas companies adopted automati...
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13 Aug 2020  |  North America  |  Market Research
Global Big Data Analytics Market Fueling Artificial Intelligence, 2020
Predictive Analytics and Security Applications Present Key Growth Opportunities
This research measures the future impact of COVID-19 on the global Big Data Analytics (BDA) market. The embedded ecosystem has led to a hyper-connected world and growth of the Internet of Things (IoT). Thanks to ubiquitous networks, IoT has connected all manner of endpoints and unveiled a treasure trove of data. This unprecedented volume of data ha...
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11 Apr 2024  |  North America  |  Market Research
Global HVAC Equipment Growth Opportunities
Competitive Intensity to Propagate Material and Design Strategies Promoting HVAC Sustainability
Frost & Sullivan estimates the global HVAC equipment industry at $229.85 billion in 2023 and is projected to grow at a 7% CAGR in the forecast period. The HVAC industry is undergoing a transformation that emphasizes energy efficiency, sustainability, and evolving customer demands in a post-pandemic world. HVAC systems offering real-time monitor...
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29 Apr 2026  |  Global  |  Market Research
Top 10 Growth Opportunities Impacting AI Applications and Use Cases
AI Applications and Use Cases, Global, 2026
As enterprise adoption of AI enters a more demanding phase, the source of competitive advantage is shifting. In 2026, success is no longer determined by access to advanced models or the scale of experimentation, but by an organization’s ability to operationalize AI reliably within core workflows. This report examines how AI applications and use cas...
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26 Dec 2025  |  Global  |  Market Research
Human-Machine Integration/Manned-Unmanned Teaming, Global, 2025–2027
Strategic Convergence MUM-T Reshapes Force Multiplication and Operational Dominance
The global military manned-unmanned teaming (MUM-T) market is undergoing rapid expansion, driven by evolving defense doctrines that emphasize autonomy, multi-domain operations, and enhanced force effectiveness. MUM-T integrates manned platforms (e.g., fighter jets, armored vehicles, and naval ships) with unmanned systems (unmanned aerial, ground, a...
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02 Mar 2022  |  Europe  |  Market Research
Western European Gas Detection Equipment Growth Opportunities
Innovative Business Models of Platform/Product as a Service (PaaS) and Rental Platforms to Enable Manufacturers' Direct Tie-ups with End-customers and Enhance Product Penetration
The Western European gas detection equipment market generated revenue of €668.1 million in 2021. The market demand is expected to be driven by the increasing competitive intensity, adoption of wireless and connected technologies, and stringent regulatory norms. Amongst the 3 product segments, the fixed gas detection segment accounted for 46.0%...
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13 Dec 2023  |  North America  |  Market Research
Growth Opportunities in the North American Autonomous Off-highway and Agricultural Robotics Equipment Industry
Autonomous Retrofits and OEM Vertical Expansion Will Pave the Way for Complete Site Automation in Construction, Mining, and Agriculture
The automation of off-highway equipment has experienced rapid development in the past 3 years. Globally, the total amount of autonomous off-highway equipment in operation more than doubled to reach approximately 1,700 units in 2022, from approximately 800 in 2021. North America is one of the major off-highway automation hubs, with several pilots...
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29 Jan 2015  |  Global  |  Market Research
Vending Machines for PPE: Evolving Business Model
Management Simplification and Supplier Consolidation Drive Vending Machine Adoption
The use of vending machines is a fast-emerging concept in the global personal protection equipment (PPE) market, attracting interest from all participants across all stages of the PPE value chain. In the past few years, PPE vending machines have gained recognition and adoption. This market insight evaluates different vending solutions and takes a 3...
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14 Nov 2025  |  Global  |  Market Research
Laboratory Information Management System Market, Global, 2024–2029
The Laboratory Information Management Systems Market is Experiencing Transformational Growth Due to the Increased Use of Artificial Intelligence and Machine Learning
This Frost & Sullivan analysis examines the global laboratory information management system (LIMS) market. The market is currently experiencing disruption due to a shift towards digitalization driven by automation, the industrial internet of things (IIoT), and smart technologies. This trend is transforming laboratory operations as it employs real-t...
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30 Jul 2024  |  Europe  |  Market Research
Exploring European Use Cases for Generative AI in CX
Early Use Cases are Encouraging and Helping to Drive GenAI Adoption Across Europe
The emergence of generative AI (GenAI) has sparked intense global interest in AI and how it can help improve customer experience (CX). Several factors drive interest in GenAI, including its positive impact on making conversational AI faster and smarter, enabling critical applications, including personalization at scale, improved self-service capabi...
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