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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...

Artificial intelligence (AI) is widely used across multiple industries, particularly in the communications sector, to enhance, optimize, and automate network infrastructure. Key AI capabilities include machine learning, data analytics, and network automation. AI helps synchronize data and improve usability, thereby increasing scalability. Demand fo...

02 Feb 2021  |  Global  |  Market Research

Big Data Analytics and Artificial Intelligence are Driving the Global LIMS Market

Data-based Decision Making and Laboratory Automation are Driving Market Growth

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A laboratory information management system (LIMS) is a type of application that is designed to enhance laboratory quality and performance by keeping track of data relating to samples, tests, workflows, and equipment. Cloud LIMS and data integration analysis are driving demand for LIMS across the world. Pharmaceuticals and life sciences applicatio...

Artificial intelligence (AI) is a relatively new technology, and it is critical that AI solutions are thoroughly tested for varied situations, edge cases, and preferences. The primary aim of a test & measurement (T&M) approach for an AI-driven company is to verify that the AI model's functionality is in line with business requirements while ensurin...

13 May 2025  |  Global  |  Technology Research

Technological Advances in Edge AI Transforming Industry 4.0

Data Privacy and Low-cost Optimization are Driving Growth

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Edge AI has seen significant growth in recent years due to the growing demand for AI-enabled solutions in various sectors, including automotive, defense, aerospace, consumer electronics, manufacturing, and energy. It can be used in a wide range of applications at various levels and is a key contributor to the adoption of Industry 4.0-based automati...

18 Dec 2020  |  Global  |  Market Research

Artificial Intelligence-powered Electronic Test & Measurement Instruments Drive the Global Aerospace and Defense Industry

Future Growth Potential in Portable and Modular Products Boosts Demand

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The market for electronic test and measurement instruments in the global aerospace and defense industry is expected to experience an approximate 3.5% compound annual growth rate (CAGR) from 2019 to 2026. In 2019, it generated $2,041.2 million, with a base year growth rate of 2.9%. The market is set to grow further once the impact of the COVID-19 pa...

COVID-19 brought about major changes for companies and industries globally, followed by a recovery of operations in 2021. 2022 began with the war between Russia and Ukraine, which created fears of a global recession and inflation, resulting in uncertainties among manufacturers to plan future investments. While Europe is likely to be affected more, ...

22 May 2026  |  Global  |  Market Research

Growth Opportunities in the Automated Optical Inspection (AOI) Market, Global, 2025–2030

Zero-Defect Manufacturing is Driving Transformational Growth in the AOI Market

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Automated optical inspection (AOI) ensures quality and yield improvements in electronics manufacturing, printed circuit board (PCB) assembly, and advanced packaging. The trend toward reduced form factors in electronics results in increased component density that requires intelligent inspection. This analysis explores opportunities in the AOI market...

An oscilloscope is a piece of electronic test equipment that captures and converts electrical voltage signals, which it displays on a screen as a digitized waveform representing how voltage changes over time. The user can then analyze various waveform characteristics, such as amplitude, frequency, rise time, and noise. Because of several measure...