APAC to be largest region market for wireless network test equipment during forecast period by 2023

 

According to the new market research report "Wireless Network Test Equipment Market by Equipment Type (Drive Test Equipment, Monitoring Equipment, OSS with Geolocation Equipment, SON Testing Equipment), Network Technology (2G/3G/4G and 5G), End User, and Region - Global Forecast to 2023", the wireless network test equipment market is estimated to be worth USD 3.2 billion in 2018 and is expected to reach USD 4.7 billion by 2023 at a CAGR of 8.0%. The major factors fueling the growth of the wireless network test equipment market include the growing mobile data traffic coupled with increasing adoption of smart devices, rising technological advancement toward networking and communication, and increasing interoperability of network technologies.

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“Drive test equipment to lead wireless network test equipment market by 2023”

Drive test is the process of measuring and assessing the coverage, capacity, and Quality of Service (QoS) of a mobile network. The process requires a laptop, data collecting software, dongle, mobile phone for each network to be tested and a GPS antenna. The testing process includes a vehicle that comprises the aforementioned equipment to check and record different types of physical and virtual parameters of a cellular network in a given geographic area. This testing helps detect and understand what difficulty subscriber face in a given area, and thereby allowing service providers to accordingly make changes in the network for delivering effective coverage and service to the customers. The equipment used in drive test are highly specialized electronic devices that interface with OEM mobile handsets to receive realistic and comparable with actual user experiences.

“2G/3G/4G network technology to be largest market for wireless network test equipment during forecast period”

2G/3G/4G networks are the most widely used network technologies. The market of 4G/LTE would increase until the introduction of 5G with the advancement in LTE into 4.5G Pro and 4.9G (Gigabit LTE). The LTE advanced connectivity technologies would help improve data rates and customer experiences. The increasing importance of mobile data services in a large number of industries across the world demands more capacity of mobile networks, which, in turn, would drive the market for 4G/LTE until the introduction of 5G connectivity technology.

“Enterprises to lead wireless network test equipment market by 2023”

The enterprises holds the maximum share of wireless network test equipment market. Wireless network test equipment help enterprises improve their network performance by examining every aspect of the network process during the entire journey. Wireless network test equipment is widely adopted due to the increased need for maintaining and optimizing the network. The demand for wireless network testing is shifting from subscriber to enterprise and government organizations.

“APAC to be largest market for wireless network test equipment during forecast period”

The wireless network test equipment market in APAC is mainly concentrated in countries such as Germany, the UK, and France. China has a large number of 2G, 3G, and 4G subscribers and is likely to be among the frontrunners to deploy 5G. It is also among the major adopters of IoT in APAC. The country is striving for the development of smart cities. In 2013, 311 cities were selected for the transformation into smart cities; of which, significant progress has been observed in ~80 cities. Many vendors, such as Ericsson (Sweden), Cisco (US), and Huawei (China), provide various solutions for these smart cities and are conducting an extensive study on the infrastructure and new projects capabilities in the Asian countries. Additionally, China is a populated country; thus mobile and data connectivity infrastructures are likely to increase. The dense population of the country could lead to issues regarding the reliability of the connectivity, resulting in call drops and network failures. Therefore, major telecom players in China collaborate with facility owners and use wireless network test equipment to offer enhanced wireless connectivity.

Major players involved in the wireless network test equipment market include Anritsu (Japan), Infovista (Virginia), Keysight Technologies (US), Rohde & Schwarz (Germany), VIAVI (US), Accuver (US), Dingli Corporation (China), Empirix (US), EXFO (US), Spirent Communications (UK), Teoco (US), RADCOM (Israel), Gemalto (Netherlands), NETSCOUT (US), and Bird Technologies (US).

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Speech and Voice Recognition Market revenue impact $22.0 billion by 2026

 

According to the new market research report "Speech and Voice Recognition Market with COVID-19 Impact Analysis by Delivery Method, Deployment Mode (On Cloud, On-Premises/Embedded), Technology (Speech Recognition, Voice Recognition), Vertical and Geography - Global Forecast to 2026", The speech and voice recognition market is expected to grow from USD 8.3 billion in 2021 to USD 22.0 billion by 2026; it is expected to grow at a CAGR of 21.6% during the forecast period. The major driving factors for the growth of the speech and voice recognition market include increase in use of smart appliance and use of artificial intelligence technology to boost accuracy of speech and voice recognition system. The COVID-19 outbreak resulted in a decline in the growth rate of the speech and voice recognition market, especially in 2020 and 2021. The COVID-19 pandemic affected the speech and voice recognition market both positively and negatively. The demand for smart appliances and devices has increased with most of the population working from home. This has also created an opportunity for the speech and voice recognition market as this technology is being used in various smart devices. However, many people are also focusing on basic amenities during the pandemic, putting off other purchases for the time being. The COVID-19 pandemic has also resulted in halted production, thus affecting the manufacturing capabilities of all regions;  the supply of products from manufacturers to end users has declined drastically as a result.

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Speech Recognition technology shows significant increase in speech and voice recognition market during the forecast period.

Growing demand for speech-enabled consumer electronics devices including smart home devices, mobile devices, and wearable devices is expected to result in rapid growth of the speech recognition market during the forecast period. The automatic speech recognition (ASR) segment is expected to record the highest CAGR in the forecast period. The growing accuracy of ASR technology offered by Chinese vendors, such as Baidu (China) and iFLYTEK (China) is expected to benefit the entire value chain for the automatic speech recognition market in Asia Pacific during the forecast period. The growing need for local language-based speech recognition software in South Asian countries is expected to provide ample growth opportunities for the ASR market in APAC during the forecast period.

On-premises/embedded deployment mode to grow significantly during the forecast period

The demand for on-premises/embedded infrastructure is expected to increase in the forecast period. Americas will lead the market for the on-premises/embedded segment as a result of more companies demanding on-premises/embedded deployment. The increasing demand for on-premises/embedded infrastructure is also leading to an increase in the number of providers in the Americas, thereby improving the overall market growth.

Consumer vertical to have the largest market share during the forecast period

In 2020, the consumer vertical accounted for the largest size of the speech and voice recognition market and is expected to hold a dominant position throughout the forecast period. The introduction of voice based smart devices in the consumer sector has led to the launch of many innovative products in the market. The continuous decline in the cost of voice and speech devices, software developments, and relevant content developments are also driving the market for speech and voice recognition. The increasing demand for intelligent virtual assistant smart speakers with voice capabilities is expected to be a prominent driver for the speech and voice recognition market for the consumer vertical during the forecast period.

APAC to grow with highest CAGR for speech and voice recognition market during the forecast period

The market in APAC is expected to grow during the forecast period. The growing focus on artificial intelligence (AI) in industries and enterprises is also expected to contribute toward the growth of the voice recognition market in Asia Pacific during the forecast period. Increasing digitalization and government policies favoring digitalization and technological innovations are also expected to drive the growth of market in APAC region.

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Our 850 fulltime analyst and SMEs at MarketsandMarkets™ are tracking global high growth markets following the "Growth Engagement Model – GEM". The GEM aims at proactive collaboration with the clients to identify new opportunities, identify most important customers, write "Attack, avoid and defend" strategies, identify sources of incremental revenues for both the company and its competitors. MarketsandMarkets™ now coming up with 1,500 MicroQuadrants (Positioning top players across leaders, emerging companies, innovators, strategic players) annually in high growth emerging segments. MarketsandMarkets™ is determined to benefit more than 10,000 companies this year for their revenue planning and help them take their innovations/disruptions early to the market by providing them research ahead of the curve.

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Authentication and Brand Protection Market worth $3.7 billion by 2026

 

According to a research report "Authentication and Brand Protection Market with COVID-19 impact –Technology (Overt, Covert, Forensic, Digital), Offering (Security Labels, Security Inks, Holograms), Authentication Mode, Application, and Region - Global Forecast to 2026" published by MarketsandMarkets, the authentication and brand protection market is projected to grow from USD 2.5 billion in 2021 to USD 3.7 billion by 2026; it is expected to grow at a CAGR of 8.3%from 2021 to 2026.

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The key factors fueling the growth of the market include increasing focus on safeguarding product and brand integrity, and stringent anti-counterfeiting laws and regulations enforced by governments. Additionally, increasing demand from emerging economies in APAC is expected to create an opportunity for authentication and brand protection market.

The overt segment is projected to account for the largest share of the authentication and brand protection market during the forecast period.

The overt brand protection solutions can be used for both investigative and consumer validation of product authenticity. Some of the overt authentication offerings are holograms, complex security printing, and embossed optical films. Additionally, overt technology-based authentication and brand protection solutions have decorative appeal and are relatively cheap.

The market for RFID authentication and brand protection is expected to grow at the highest CAGR during the forecast period

RFID tags are becoming popular tools for the identification of products. By using RFID, products can be traced in seconds using electromagnetic fields to automatically identify and track tags attached to objects. Thus, RFID helps to improve and track the supply chain process, from production through distribution and retailing.

The pharmaceutical application in authentication and bradnd protection is expected to grow at the highest CAGR during the forecast period.

The COVID-19 pandemic has boosted the growth of the pharmaceuticals industry worldwide. Additionally, the growth of the segment can be attributed to government regulations in various countries mandating the use of anti-counterfeit technologies in pharmaceutical products.

APAC held the largest share of the global authentication and brand protection market during forecast period.

Economic growth and expansion of the manufacturing industry in the region have significantly impacted the demand for authentication and brand protection. Additionally, the adoption of authentication and brand protection solutions across industries such as pharmaceuticals, automotive, food & beverages, electronics, and luxury goods is expected to increase in APAC during the forecast period. Growing awareness about authentication and brand protection technologies among companies is generating demand for such solutions. The pharmaceuticals industry is expected to witness the fastest growth in China, India, and other countries in the APAC region globally due to the presence of both young and aging population. Additionally, rapid urbanization and the growth of other key end-use industries are factors that are projected to reflect positively on the growth of the authentication and brand protection market during the forecast period.

The key players operating in the authentication and brand protection market include Authentix (US), Avery Dennison (US), Brady (US), De La Reu (UK), Wisekey (Switzerland), Infineon (Germany), Merck Group (Germany), Assa Abloy (Sweden), Centro Grafico (Italy), and Sunchemicals (US).

About MarketsandMarkets™

MarketsandMarkets™ provides quantified B2B research on 30,000 high growth niche opportunities/threats which will impact 70% to 80% of worldwide companies’ revenues. Currently servicing 7500 customers worldwide including 80% of global Fortune 1000 companies as clients. Almost 75,000 top officers across eight industries worldwide approach MarketsandMarkets™ for their painpoints around revenues decisions.

Our 850 fulltime analyst and SMEs at MarketsandMarkets™ are tracking global high growth markets following the "Growth Engagement Model – GEM". The GEM aims at proactive collaboration with the clients to identify new opportunities, identify most important customers, write "Attack, avoid and defend" strategies, identify sources of incremental revenues for both the company and its competitors. MarketsandMarkets™ now coming up with 1,500 MicroQuadrants (Positioning top players across leaders, emerging companies, innovators, strategic players) annually in high growth emerging segments. MarketsandMarkets™ is determined to benefit more than 10,000 companies this year for their revenue planning and help them take their innovations/disruptions early to the market by providing them research ahead of the curve.

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Cleaning Robot Market in APAC is estimated to grow at highest CAGR throughout the forecast period by 2026

 

The report "Cleaning Robot Market with COVID-19 Impact by Type (Professional, Personal), Product (Floor Cleaning, Lawn Cleaning, Pool Cleaning, Window Cleaning), Application (Residential, Commercial, Industrial, Healthcare), and Geography - Global Forecast to 2026", size is projected to reach USD 24.8 billion by 2026 from an estimated USD 8.9 billion in 2021, at a CAGR of 22.8% from 2021 to 2026. The increasing labor cost, innovation, coupled with modernization in the field of robotics are among the factors driving the growth of the cleaning robot market.

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Professional cleaning segment to projected to register higher CAGR between 2021 to 2026

Manual cleaning of carpets and floors in commercial spaces, such as shopping malls and corporate offices, is a time-consuming job. This has led to the operators of the commercial spaces opting for an automated cleaning system. COVID-19 has further forced commercial space operators to curb human contact and follow social distancing norms while also undertaking cleaning processes on the premises. These initiatives will play a key role in driving the adoption of professional cleaning robots during the forecast period.

Floor robot segment to hold the largest share of the market in 2021

In 2021, floor robot segment is expected to hold the largest share of the cleaning robot market. The dominance can be attributed to shift in customer needs toward smart home appliances coupled with a rise in labor costs in developed countries. Also, an increased potential for AI-powered cleaning robots from emerging urban middle-class households in developing countries and from commercial applications will offer newer business opportunities for the floor-cleaning robot vendors.

By application, healthcare application is projected to grow at highest CAGR during forecast period

With an increasing awareness about Hospital Acquired Infections (HAIs), there has been a rise in emphasis on hospital hygiene, followed by an improvement in patient care. These factors are key to the growth of the cleaning robot market for the healthcare application. Technological advancements in robots at healthcare facilities have also increased significantly in the past few years, and this trend is expected to continue through to 2026.

By region, cleaning robot market in APAC is estimated to grow at highest CAGR throughout the forecast period

The cleaning robot market in APAC is projected to grow at the highest CAGR during the forecast period. High disposable income in countries such as South Korea and Japan is playing an important role in the growth of the cleaning robot market. E-commerce platforms selling cleaning robot products are also helping the market to grow in technologically advanced countries such as India and China. The increasing adoption of cleaning robots and the influx of global players, along with the emergence of native players, are helping the market to grow swiftly in APAC.

iRobot (US), Ecovacs Robotics (China), Samsung Electronics (South Korea), LG Electronics (South Korea), Xiaomi (China), Roborock (China), SharkNinja (US), Neato Robotics (US), Cecotec Innovaciones (Spain), and Panasonic (Japan) are a few key companies operating in the cleaning robot market.

About MarketsandMarkets™

MarketsandMarkets™ provides quantified B2B research on 30,000 high growth niche opportunities/threats which will impact 70% to 80% of worldwide companies’ revenues. Currently servicing 7500 customers worldwide including 80% of global Fortune 1000 companies as clients. Almost 75,000 top officers across eight industries worldwide approach MarketsandMarkets™ for their painpoints around revenues decisions.

Our 850 fulltime analyst and SMEs at MarketsandMarkets™ are tracking global high growth markets following the "Growth Engagement Model – GEM". The GEM aims at proactive collaboration with the clients to identify new opportunities, identify most important customers, write "Attack, avoid and defend" strategies, identify sources of incremental revenues for both the company and its competitors. MarketsandMarkets™ now coming up with 1,500 MicroQuadrants (Positioning top players across leaders, emerging companies, innovators, strategic players) annually in high growth emerging segments. MarketsandMarkets™ is determined to benefit more than 10,000 companies this year for their revenue planning and help them take their innovations/disruptions early to the market by providing them research ahead of the curve.

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Augmented reality market in APAC expected to grow at highest CAGR during forecast period

 

The report "Augmented Reality Market by Offering (Hardware (Sensor, Displays & Projectors, Cameras), Software), Device Type (Head-mounted, Head-up), Application (Enterprise, Consumer, Commercial, Healthcare, Automotive), and Region - Global Forecast to 2024", is estimated to grow from USD 10.7 billion in 2019 and projected to reach USD 72.7 billion by 2024; it is expected to grow at a CAGR of 46.6% from 2019 to 2024. The healthcare sector has witnessed rapid technological advancements over the years, and various kinds of advanced imaging equipment have been introduced in the healthcare sector. The healthcare sector has one of the most important and practical applications of AR in the current market scenario.

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“AR HUDs is the most attractive segment that is gaining attention in augmented reality market”

The use of AR HUDs in automobiles ensures comfort and safe driving. AR-based HUDs allow drivers to see the virtual information projected on the display. The rising demand for AR HUDs and projectors is driving the AR market. AR-based HUD technology also enables advanced driver assistance systems (ADAS) with visual warning features. The optical system of AR-based HUDs shows a realistic view of the surroundings, provides lane departure warning, assists in lane guidance control, displays information on fuel level and distance between vehicles, and indication for parking space availability in real time to the driver.

“Augmented reality market in APAC expected to grow at highest CAGR during forecast period“

The augmented reality market in Asia Pacific is expected to grow at the highest rate in sectors such as healthcare, commercial, and consumer. The increasing number of AR players in the region would boost the growth of the AR market. The high growth in commercial and consumer markets is driving the growth of the AR market in APAC. The region is an attractive market for cell phones, tablets, laptops, and television manufacturers. Companies such as Samsung and LG are based in South Korea, while Sony, Sharp, and Panasonic are based in Japan. APAC registers the highest demand for consumer electronics such as smartphones, tablets, laptops, and TVs owing to the high growth witnessed by emerging economies such as China and India, and positive growth by other APAC countries such as Taiwan, Indonesia, Singapore, and Malaysia.

Major players in the augmented reality market are Google, Inc. (US), PTC, Inc. (US), Microsoft Corporation (US), Seiko Epson (Japan), Lenovo (China), Wikitude GmbH (Austria), Vuzix (US), Daqri Llc (US), Magic Leap, Inc. (US), Zugara, Inc. (US), Blippar (UK), Upskill (US), and Maxst (South Korea). Other players operating in the augmented reality market include Atheer, Inc. (US), Pristine, Inc. (US), Marxent Labs, Llc. (US), Inglobe Technologies (Italy), Meta Company (US), Augment (France), Niantic (US), Sixense Entertainment (US), Intel Corporation (US), Apple Inc. (US), Infinity Augmented Reality, Inc. (Israel), Facebook Corporation (US), Samsung Electronics Co. Ltd. (South Korea), Realwear (US), Dynabook Americas, Inc. (US), and Optinvent (France).

About MarketsandMarkets™

MarketsandMarkets™ provides quantified B2B research on 30,000 high growth niche opportunities/threats which will impact 70% to 80% of worldwide companies’ revenues. Currently servicing 7500 customers worldwide including 80% of global Fortune 1000 companies as clients. Almost 75,000 top officers across eight industries worldwide approach MarketsandMarkets™ for their painpoints around revenues decisions.

Our 850 fulltime analyst and SMEs at MarketsandMarkets™ are tracking global high growth markets following the "Growth Engagement Model – GEM". The GEM aims at proactive collaboration with the clients to identify new opportunities, identify most important customers, write "Attack, avoid and defend" strategies, identify sources of incremental revenues for both the company and its competitors. MarketsandMarkets™ now coming up with 1,500 MicroQuadrants (Positioning top players across leaders, emerging companies, innovators, strategic players) annually in high growth emerging segments. MarketsandMarkets™ is determined to benefit more than 10,000 companies this year for their revenue planning and help them take their innovations/disruptions early to the market by providing them research ahead of the curve.

MarketsandMarkets’s flagship competitive intelligence and market research platform, "Knowledgestore" connects over 200,000 markets and entire value chains for deeper understanding of the unmet insights along with market sizing and forecasts of niche markets.

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Get in-depth analysis of the COVID-19 impact on the Robotic Process Automation Market

 

The report "Robotic Process Automation Market by Process (Automated solution, Decision Support & Management Solution, and Interaction Solution), Operation (Rule Based and Knowledge Based), Type (Tools and Services), Industry, and Geography - Global Forecast to 2025", Robotic Process Automation (RPA) Market is estimated to reach USD 2,467.0 million by 2022, at a CAGR of 30.14% between 2017 and 2022.

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The growth of this RPA market is mainly driven by the ease in business processes with the installation of robotic process automation; and convergence of robotic process automation with traditional business processes. Moreover, integration of new technologies such as artificial intelligence (AI), and cognitive systems with robotic process automation; and high demand of robotic process automation (RPA) in logistic industry are few major opportunities for robotic process automation market

Robotic process automation market for healthcare and pharmaceuticals will likely to grow at the highest CAGR during forecast period

The robotic process automation market for the healthcare and pharmaceuticals industry is expected to grow at the highest CAGR during forecast period. The healthcare and pharmaceuticals industry is highly information-dependent, as it involves medical records of patients, credentials of patients, information on claims processing, revenue cycle management, etc. In this regard, robotic process automation not only helps reduce operational costs but also ensures greater accuracy. The interactive solutions offered by robotic process automationhelp efficiently manage data, reduce medical transportation costs, lower appointment scheduling errors, and so on.

Robotic process automation tools expected to hold the largest market size of the overall robotic process automation market

Robotic process automation tools held the largest market size in 2018 owing to its capability of eliminating repeatable and predictable human interactions with business applications by mimicking the way people interact with applications through a user interface and also by following simple rules to make decisions. Tool-based lifecycle management can be divided into requirement definition, initial design, application development, testing, deployment, and release and maintenance. It also involves tracking and documenting changes throughout the process of the application.

North America is expected to dominate the robotic process automation market during forecast year

The robotic process automation market for North America held the largest market size in 2018 and is expected to dominate the market during forecasted period. In the US, BFSI has been leveraging robotics process automation to improve business processes since 2010. Due to the high degree of flexibility and scalability of the solution, as well as greater data processing and workflow management capabilities, there is widespread deployment of robotic process automation in the BFSI space. The growth of robotic process automation in Canada is driven by the ramp-up of the banking and financial industry. Human resource outsourcing, business process outsourcing, and contact center outsourcing have seen tremendous growth in Canada in recent times. The growth of the RPA market in Mexico is driven by the booming manufacturing industry. New factories and manufacturing units are being built in Mexico, requiring proper supply chain management to be implemented to reduce costs. Inventory management, purchase order, stocking goods, and economic order quantity management require automated processes—backed by software bots.

Benefits of Robotic Process Automation (RPA) in various industries

The RPA market report profiles the most promising players in the RPA market. The competitive landscape of the market presents an interesting picture of strategies adopted by a large number of players. Nice Systems Ltd. (Israel), Automation Anywhere (US), Blue Prism Group Plc (UK), Celaton Ltd. (UK), IPSoft, Inc. (US), Pegasystems Inc. (US), Redwood Software (US), UiPath SRL (UK), Verint Systems Inc. (US), and Xerox Corporation (US) are few dominant players in the robotic process automation market.

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MarketsandMarkets™ provides quantified B2B research on 30,000 high growth niche opportunities/threats which will impact 70% to 80% of worldwide companies’ revenues. Currently servicing 7500 customers worldwide including 80% of global Fortune 1000 companies as clients. Almost 75,000 top officers across eight industries worldwide approach MarketsandMarkets™ for their painpoints around revenues decisions.

Our 850 fulltime analyst and SMEs at MarketsandMarkets™ are tracking global high growth markets following the "Growth Engagement Model – GEM". The GEM aims at proactive collaboration with the clients to identify new opportunities, identify most important customers, write "Attack, avoid and defend" strategies, identify sources of incremental revenues for both the company and its competitors. MarketsandMarkets™ now coming up with 1,500 MicroQuadrants (Positioning top players across leaders, emerging companies, innovators, strategic players) annually in high growth emerging segments. MarketsandMarkets™ is determined to benefit more than 10,000 companies this year for their revenue planning and help them take their innovations/disruptions early to the market by providing them research ahead of the curve.

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AI based manufacturing technology was significant in the NA Region | Dominating player NVIDIA (US), IBM (US), Intel (US)

 

The report "Artificial Intelligence in Manufacturing Market by Offering (Hardware, Software, and Services), Technology (Machine Learning, Computer Vision, Context-Aware Computing, and NLP), Application, End-user Industry and Region - Global Forecast to 2026", is expected to be valued at USD 1.1 billion in 2020 and is likely to reach USD 16.7 billion by 2026; it is expected to grow at a CAGR of 57.2% during the forecast period. The major drivers for the market are the increasing number of large and complex datasets (often known as big data), evolving Industrial IoT and automation, improving computing power, and increasing venture capital investments.- Informational PDF Brochure :-
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NVIDIA Corporation (US), IBM Corporation (US), Alphabet Inc. (Google) (US), Microsoft Corporation (US), Intel Corporation (US), Siemens AG (Germany), General Electric Company (US), General Vision Inc. (US), Progress Software Corporation (US), Micron Technology Inc., (US), Mitsubishi Electric Corporation (Japan), Sight Machine (US), Cisco Systems Inc., (US), and SAP SE (Germany) are the prominent players of AI in manufacturing market.

The hardware segment in the AI in manufacturing market projected to grow at highest CAGR during forecast period

The hardware segment is projected to grow at the highest CAGR from 2020 to 2026. Most of the AI hardware manufacturers have been in the business of providing the same hardware components for other technologies such as connected cars, machine vision cameras, and IoT for a long time. This will enable the companies to transfer the technology easily and accordingly develop the AI hardware. Moreover, the increasing participation of startups in AI hardware is complementing the growth of the hardware segment.

Quality control application of AI in manufacturing market to grow at highest CAGR during forecast period

The quality control application is expected to register the highest CAGR during the forecast period. Governments impose regulations on maintaining the quality according to certain benchmarks; for instance, the USD Food and Drug Administration (FDA) imposes stringent guidelines to regulate the quality of pharmaceutical products in accordance with the Current Good Manufacturing Practices (CGMPs). The growing use of robotics and deep learning technology in the manufacturing industry is expected to drive the growth of the AI in manufacturing market for the quality control application

AI in manufacturing market in APAC projected to grow at highest CAGR from 2020 to 2026

The AI in manufacturing market in APAC is expected to grow at the highest CAGR during 2020–2026. The presence of a large number of industries, especially in countries such as China, India, and Taiwan is resulting in the adoption of AI in the manufacturing sector in APAC. The increasing adoption of AI-based robots is also fueling the market’s growth in this region.

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