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Global Ai In Pharma Markets Report 2021: Context-Aware Processing, Natural Language Processing, Querying Method, Deep Learning – Long-term Forecast to 2025 & 2030

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Dublin, May 04, 2021 (GLOBE NEWSWIRE) — The “AI In Pharma Global Market Report 2021: COVID-19 Growth and Change” report has been added to ResearchAndMarkets.com’s offering.

This report focuses on Ai in pharma market which is experiencing strong growth. The report gives a guide to the ai in pharma market which will be shaping and changing our lives over the next ten years and beyond, including the markets response to the challenge of the global pandemic.

Major players in the artificial intelligence (AI) in pharma market are Novartis, IBM Watson, Microsoft Corporation, Merck, GNS Healthcare., Google, AstraZeneca, Atomwise, Inc., Exscientia, and Cyclica.

The global AI in pharma market is expected to grow from $0.91 billion in 2020 to $1.27 billion in 2021 at a compound annual growth rate (CAGR) of 39%.

The growth is mainly due to the companies resuming their operations and adapting to the new normal while recovering from the COVID-19 impact, which had earlier led to restrictive containment measures involving social distancing, remote working, and the closure of commercial activities that resulted in operational challenges. The market is expected to reach $5.94 billion in 2025 at a CAGR of 47%.

The artificial intelligence (AI) in pharma market covered in the report is segmented by technology into context-aware processing, natural language processing, querying method, deep learning; by drug type into small molecule, large molecules; by application into diagnosis, clinical trial research, drug discovery, research and development, epidemic prediction.

North America was the largest region in the AI in pharma market in 2020. The regions covered in this report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East and Africa.

Lack of skilled professionals may hamper the growth of artificial intelligence in the pharma market. In 2019, Indeed.com revealed that AI job postings increased 29.1% over the last year and yet, with no uncertainty due to the AI skills gap, searches for AI-related roles decreased by 14.5% over the same period.

The shortage of AI skills is seen as a major barrier to the pace of technology’s adoption. In fact, 56% of senior AI professionals thought that a lack of additional, qualified AI workers was the single most important hurdle to be overcome in terms of obtaining the necessary level of AI implementation beyond business operations. Therefore, the lack of skilled professionals may hamper the growth of AI in the pharma market.

In November 2018, Cyclica, a Canadian biotechnology company that leverages AI and computational biophysics to decentralize drug discovery collaborated with Bayer on drug discovery programs. These companies will increase drug discovery applications by increasing intelligence into the polypharmacological outlines of small molecules while further developing Cyclica’s integrated system of licensing technologies. Bayer, a German multinational pharmaceutical company, includes human and veterinary pharmaceuticals, agricultural chemicals, seeds, and biotechnology products.

The growing adoption of artificial intelligence (AI) for clinical trials research is driving its demand for AI in the pharmaceutical market. To bring a new drug to the market takes on an average 10-15 years approximately and half of this time is consumed during the clinical trial phases of the drug development cycle. Hence, using AI models and analytics tools can accelerate the clinical trial phases, perception of diseases, identify suitable cases and key investigators to inform site selection, and support novel clinical study designs.

For instance, in January 2020, Pfizer, an American pharmaceutical company, tied up with a biotech startup Insilico Medicine to identify drug targets. With AI tools Pfizer can speed up drug discovery and reduce drug development costs in the drug development processes. Thus, increasing the adoption of AI for clinical trials research is driving AI in the pharma market.

Companies operating in the AI for the pharma market are introducing new AI tools that will be beneficial for the pharma companies and this is a key trend in AI in the pharma market. AI helps in quality control, predictive maintenance, waste reduction, design optimization and process automation.

The countries covered in the market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA.

Key Topics Covered:

1. Executive Summary

2. AI in Pharma Market Characteristics

3. AI in Pharma Market Trends and Strategies

4. Impact of COVID-19 on AI in Pharma

5. AI in Pharma Market Size and Growth
5.1. Global AI in Pharma Historic Market, 2015-2020, $ Billion
5.2. Global AI in Pharma Forecast Market, 2020-2025F, 2030F, $ Billion

6. AI in Pharma Market Segmentation
6.1. Global AI in Pharma Market, Segmentation Technology, Historic and Forecast, 2015-2020, 2020-2025F, 2030F, $ Billion

  • Context-Aware Processing
  • Natural Language Processing
  • Querying Method
  • Deep Learning

6.2. Global AI in Pharma Market, Segmentation by Drug Type, Historic and Forecast, 2015-2020, 2020-2025F, 2030F, $ Billion

  • Small Molecule
  • Large Molecules

6.3. Global AI in Pharma Market, Segmentation by Application:, Historic and Forecast, 2015-2020, 2020-2025F, 2030F, $ Billion

  • Diagnosis
  • Clinical Trial Research
  • Drug Discovery
  • Research and Development
  • Epidemic Prediction

7. AI in Pharma Market Regional and Country Analysis
7.1. Global AI in Pharma Market, Split by Region, Historic and Forecast, 2015-2020, 2020-2025F, 2030F, $ Billion
7.2. Global AI in Pharma Market, Split by Country, Historic and Forecast, 2015-2020, 2020-2025F, 2030F, $ Billion

Companies Mentioned

  • Novartis
  • IBM Watson
  • Microsoft Corporation
  • Merck
  • GNS Healthcare
  • Google
  • AstraZeneca
  • Atomwise Inc.
  • Exscientia
  • Cyclica
  • NVIDIA Corporation
  • XtalPi Inc.
  • BenevolentAI
  • Cloud Pharmaceuticals Inc
  • BERG LLC
  • Bayer
  • Pfizer
  • Recursion Pharmaceuticals Inc.
  • Bristol-Myers Squibb

For more information about this report visit https://www.researchandmarkets.com/r/yk02hm


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Artificial Intelligence

Actuators Market worth $94.8 billion by 2029 – Exclusive Report by MarketsandMarkets™

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CHICAGO, March 29, 2024 /PRNewswire/ — The Actuators market is estimated at USD 67.7 billion in 2024 and is projected to reach USD 94.8 billion by 2029, at a CAGR of 7.0 % from 2024 to 2029 according to a new report by MarketsandMarkets™. The growth can be attributed to growing industrial automation and use of robots in various sectors like manufacturing and transportation, Developments in areas like sensor technology, connectivity, and control systems, The increasing demand for actuators is fueled by the expansion of sectors like healthcare (medical devices), oil & gas, and aerospace & defense, and the need for improved process control, energy efficiency, and safety regulations in various industries.

Download PDF Brochure: https://www.marketsandmarkets.com/pdfdownloadNew.asp?id=59465451
Browse in-depth TOC on “Actuators Market” 300 – Tables175 – Figures350 – Pages
Actuators Market Report Scope:
Report Coverage
Details
Market Revenue in 2024
$ 67.7 billion
Estimated Value by 2029
$ 94.8 billion
Growth Rate
Poised to grow at a CAGR of 7.0%
Market Size Available for
2019–2028
Forecast Period
2023–2028
Forecast Units
Value (USD Million/Billion)
Report Coverage
Revenue Forecast, Competitive Landscape, Growth Factors, and Trends
Segments Covered
By Actuation, Application, Type, Vertical, and Region
Geographies Covered
North America, Europe, Asia Pacific, and Rest of World
Key Market Challenge
Issues of leakage in pneumatic and hydraulic actuators
Key Market Opportunities
Increased spending on renewable sources of energy for power generation
Key Market Drivers
Rapid industrialization and utilization of robotics
The Electric segment held the largest growth rate in the Actuators market by actuation.
By actuation, the Actuators market has been segmented into electric, hydraulic, pneumatic, and others. electric Segment to hold the highest growth rate during the forecast period. Electrical actuators use electricity to produce motion. These actuators can be further classified into solenoid actuators and motor-driven actuators. A solenoid used in an electric actuator works on the principle of electromagnetism. Electrical actuators provide control and acceleration at higher speeds. The force for applying thrust can be managed without the requirement for compressed air and the related infrastructure, and hence the total energy consumption in these actuators is lower. Electrical actuators can be used for various applications where linear as well as rotary actuation is required. They can be used for low torque as well as high torque requirements.
The vehicle equipment segment is expected to account for the largest share of Actuators by application in 2024.
By application, the Actuators industry is segmented into industrial automation, robotics, and vehicle equipment. The vehicles and equipment segment includes actuators used in automotive, aircraft, ships, and defense vehicles. These can be either hydraulic, pneumatic, electrical, or mechanical actuators. Actuators are widely used in various systems and sub-systems of an automobile, aircraft, ships as well as defense vehicles.
Inquiry Before Buying: https://www.marketsandmarkets.com/Enquiry_Before_BuyingNew.asp?id=59465451
Asia Pacific accounts for the largest market share in 2024.
The Actuators market has been studied in North America, Europe, Asia Pacific, Middle East, and Rest of the World. The Asia Pacific region accounts for the largest market share in 2024 as well as throughout the forecast period due to the increasing demand for actuators in the region to enhance the growth of the market. India is expected to show the highest growth rate in Asia Pacific Region for Actuators market.
Major players operating in the Actuators companies are SMC Corporation (Japan), Rockwell Automation (US), Curtiss-wright Corporation (US), ABB Ltd (Switzerland), and Parker Hennifin Corporation (US).
Get 10% Free Customization on this Report: https://www.marketsandmarkets.com/requestCustomizationNew.asp?id=59465451
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Military Actuators Market by Application (Air, Land, Naval), System (Electrical, Hydraulic, Pneumatic, Mechanical), Component (Cylinders, Drives, Servo Valves, Manifolds), Type (Linear, Rotary), and Region (2019-2024)
Aircraft Actuators Market Size, Share & Industry Growth Analysis Report by Installation Type (OEM & Aftermarket), System, Technology (Hydraulic, Electric Hybrid, Mechanical, Pneumatic, and Full Electric), Type, Platform, Aircraft Type (Fixed Wing and Rotary Wing) and Region – Global Forecast to 2027
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About MarketsandMarkets™
MarketsandMarkets™ has been recognized as one of America’s best management consulting firms by Forbes, as per their recent report.
MarketsandMarkets™ is a blue ocean alternative in growth consulting and program management, leveraging a man-machine offering to drive supernormal growth for progressive organizations in the B2B space. We have the widest lens on emerging technologies, making us proficient in co-creating supernormal growth for clients.
Earlier this year, we made a formal transformation into one of America’s best management consulting firms as per a survey conducted by Forbes.
The B2B economy is witnessing the emergence of $25 trillion of new revenue streams that are substituting existing revenue streams in this decade alone. We work with clients on growth programs, helping them monetize this $25 trillion opportunity through our service lines – TAM Expansion, Go-to-Market (GTM) Strategy to Execution, Market Share Gain, Account Enablement, and Thought Leadership Marketing.
Built on the ‘GIVE Growth’ principle, we work with several Forbes Global 2000 B2B companies – helping them stay relevant in a disruptive ecosystem. Our insights and strategies are molded by our industry experts, cutting-edge AI-powered Market Intelligence Cloud, and years of research. The KnowledgeStore™ (our Market Intelligence Cloud) integrates our research, facilitates an analysis of interconnections through a set of applications, helping clients look at the entire ecosystem and understand the revenue shifts happening in their industry.
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Roborock Unveils Global No.1 Robotic Vacuum Cleaner Sales Ranking at International Launch Event

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Certified by Euromonitor, Roborock attributes its rise to the top to embracing a long-term mindset while upholding customer-centric innovation above all else
BEIJING, March 29, 2024 /PRNewswire/ — Roborock, a global leader in ultra-intelligent home robotics engineered to simplify daily life, today announced it has taken the number one spot for robotic vacuum sales worldwide, according to new data by Euromonitor. Celebrating its achievements at a global launch event on the eve of its 10-year anniversary, the brand also revealed a glimpse of what is to come in the form of new product lines while sharing its vision for the future.

Founded in 2014, Roborock owes its success to its long-standing commitment to customer-centric innovation. By delivering meaningful solutions which improve everyday lives, Roborock has built a truly global fanbase, with Euromonitor data confirming that the brand has achieved the number 1 sales position worldwide for robotic vacuum cleaners[1].
“We are so honored to be celebrating this achievement with you all, which was made possible thanks to the ongoing trust and support received over the last 10 years.” Mr. Quan, Roborock President, announced, “Our path to success has been a marathon, not a sprint, as we have always kept in view our brand spirit of “taking the long view in order to do the right thing”. Our unwavering commitment to focusing on delivering true value to our customers is how we have built the brand affinity that has gotten us where we are today – firmly on our way to becoming a global leader in the smart home space.”
Steppingstones on the Path to Success: Roborock Achieves Steady Market Growth on Journey to Become a Global Leading Home Appliance Brand
Further cementing its global success story, the brand also revealed impressive results in many of its key markets. Roborock is now present in over 170 countries, serving over 15 million homes worldwide. According to data from IDC, Roborock ranks number one in Turkey and number two in the US in terms of sales, while also taking the top spot in Germany, Korea, and the Nordics in terms of shipments in 2023[2]. As revealed by Roborock’s latest Financial Earnings Report, the brand recorded a total revenue of 8.65 billion Yuan last year (US$1.22 billion), with total robot vacuum shipments surpassing 2.6 million units. Roborock’s overseas operation recorded revenue growth of 21.42% compared to the prior year and Roborock’s net profit was listed at 2.05 billion Yuan (US$288 million), achieving an overall annual growth rate of 73.32%. This consistent growth across all key markets demonstrates Roborock’s strategic choice to directly address consumer demands and striving for excellence across user experience is resonating with millions worldwide.
Despite these successes, Mr. Quan acknowledged these results were not in themselves the ultimate end goal. Globalization is a vital pillar of Roborock’s mission to become a leader in its field. As such, Roborock plans to expand its global footprint by introducing more innovative products that cater to the unique needs of global users, taking into account the different requirements of various markets, and extending more partnerships worldwide, ensuring that Roborock makes strides overseas on a larger scale and at a faster pace.
Meaningful Innovation: Roborock’s User-Centric R&D Principles and Latest Revolutionary Developments
Roborock’s passion to create value for its consumers propels them to continuously seek out new technological advancements that can serve real consumer pain points. From 2019 to 2023 Roborock invested 1.9 billion Yuan (260 million USD) in Research and Development. Roborock’s approach to take the long term view, ensures R&D teams are encouraged not to seek quick fixes, but to focus on innovation that will truly serve the needs of the end consumer, such as addressing key areas like cleaning capabilities, mapping and navigation, convenience and smart home interconnectivity.
Enhancing the cleaning capabilities of its latest range, Roborock has introduced the FlexiArm Design™ Side Brush, a stretching side brush delivering 100% corner cleaning coverage – elevating the user experience. When it comes to user satisfaction, delivering a low-maintenance, hands-free experience is also paramount. Roborock recently introduced an auto water refill and drainage system, which automatically emptying and replacing dirty water with clean water through pipes during mop washing and tank refilling.
Aside from advanced hardware solutions, Roborock has always invested heavily in the discovery and implementation of emerging technologies that can enhance the functionality and accessibility of its devices. Roborock’s Reactive AI 2.0 Obstacle Recognition technology can recognize and differentiate between floor and room types, accurately identifying 73 different obstacles to navigate, including floor mirrors and pet supplies. Roborock SmartPlanTM function uses an advanced AI algorithm to intelligently plan and optimize cleaning paths and settings based on user habits and specific home layout, making the cleaning process even more intelligent and efficient. The S8 MaxV Ultra is now certified by CSA for Matter, and other Roborock products will follow in the near future suit to enhance connectivity.
Enriching Roborock’s Product Portfolio to Enhance the Quality of Life for Consumers
Concluding the exciting launch, Roborock unveiled three exciting new product lines to its portfolio of intelligent automated devices. Roborock’s product managers took to the stage to introduce three new robotic vacuums – the G20S (S8 MaxV Ultra), V20 and P10S Pro. 
The G20S (S8 MaxV Ultra) launched to great acclaim at CES 2024 and is Roborock’s most technologically advanced one-stop cleaning solution to date. A highly intuitive device, the G20S is equipped with FlexiArm Design™ Side Brush, a unique robotic arm that enables complete corner cleaning capabilities, and an extra side mop for edge cleaning, alongside Reactive AI 2.0 obstacle recognition, built-in intelligent voice assistant, and RockDock® Ultra which automatically maintains the robot cleaner using hot water and heated air with intelligent mop re-washing and re-mopping capabilities. The G20S (S8 MaxV Ultra) will be available to purchase globally from April, retailing for USD 1799.99 / EURO 1499.
Initially debuting in China, the V20 will be the world’s first robotic vacuum cleaner equipped with dual-vision 3DToF solid-state LiDAR navigation and obstacle avoidance system, which observes the reflection of modulated light to offer better depth accuracy for even more intuitive floor mapping. With an ultra-thin 8.2cm body and equipped with FlexiArm DesignTM corner and edge cleaning, DuoRoller Riser Brush, and maintenance-free cleaning dock, the V20 is set to redefine automated, low maintenance cleaning.
Finally, the P10S Pro is positioned as the perfect partner for those hard-to-reach spots. Combining FlexiArm DesignTM with an extendable side brush and mop, the device provides 100% corner coverage and the ultimate in edge-cleaning, taking even the trickiest surfaces in its stride.
These solutions further solidify Roborock’s commitment to satisfying the needs of its customers in its fearless pursuit of innovation. Stay tuned for further market specific launch announcements of these innovations and more. 
About Roborock
Roborock is committed to innovation in researching, developing, and producing home cleaning devices, particularly robotic, cordless, and wet/ dry vacuum cleaners. Every Roborock product has been designed with an eye on solving genuine problems, so Roborock customers can live better lives. Currently, Roborock is available in more than 40 countries, including the U.S., Germany, France, and Spain. The company operates out of four locations, with offices in Beijing, Shanghai, Shenzhen, and Hong Kong. For more information visit https://global.roborock.com/.
[1] The data comes from Euromonitor International (Shanghai) Co., Ltd. The sales figures of robotic vacuum cleaners worldwide in the first three quarters of 2023 (in RMB hundred million) were used for calculation. Roborock ranks first in the industry. Robotic vacuum cleaner refers to vacuum cleaners that automatically move around rooms using sensors to clean floors. The research was completed in February 2024.
[2] Data based on IDC Quarterly Smart Home Device Tracker, 2023 Q4. Rankings for the US and Turkey are based on sales value, while rankings for Germany, the Nordic countries (Denmark, Finland, Norway, Sweden), and Korea are based on shipment volume
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Cato Shatters SASE Speed Record

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Cato doubles throughput without any hardware upgrades, underscoring the value of a fully cloud-native platform.
TOKYO, March 29, 2024 /PRNewswire/ — Cato Networks, the SASE leader, announced a new SASE throughput record here at the Porsche Studio Ginza ahead of the 2024 Tokyo E-Prix, achieving 10 Gbps without hardware upgrades. At 10 Gbps, Cato became the first SASE platform to compete not only in the ABB FIA Formula E World Championship but also to deliver SASE performance so powerful that the TAG Heuer Porsche Formula E Team could transfer all the data of an entire Formula E season in under 2.5 hours instead of 3.5 days.

“We’re very excited to be partnering with the TAG Heuer Porsche Formula E Team at the 2024 Tokyo E-Prix,” says Shlomo Kramer, CEO and co-founder of Cato Networks. “The incredible speeds of the Gen3 racecars are only matched by the unprecedented throughput of Cato SASE Cloud. With 10 Gbps, we enable enterprises to replace their data center firewalls and enjoy all the benefits of a true, cloud-native SASE platform.”
Cato SASE Speed Record Up to 3x Other SASE Solutions on the Grid
As SASE continues its upmarket movement, higher capacity connections become essential for meeting various business needs such as bandwidth-intensive applications (cloud storage and backup, disaster recovery), hybrid clouds connecting two parts of the data center for inter-application processing, and large campuses.
To meet those challenges, Cato is introducing 10 Gbps throughput on a single, encrypted tunnel. The doubling of Cato Cloud Interconnect and Cato Socket performance comes without costly hardware upgrades, typical of appliance-based architectures. Compute-intensive operations that usually degrade edge appliance performance — packet encryption/decryption, security inspection, and the like — are handled by multiple Cato Single Pass Processing Engine (SPACE) cores, concurrently processing real-time traffic within Cato PoPs (Points of Presence). Parallel network flow processing is also enabled within the Cato Socket to maximize throughput end-to-end.
By contrast, SASE solutions implemented as virtual machines (VMs) in the cloud or modified web proxies remain limited to under 2 Gbps of throughput for a single tunnel. Appliance-based SASE
solutions top out at just under 3 Gbps. The lower throughputs force enterprises to artificially split traffic within locations across multiple tunnels from the edge appliance to the SASE PoP, a layer of complexity and risk that does not exist in Cato SASE Cloud.
Tokyo: A Place for Fast Cars and Fast Networks
The 2024 Tokyo E-Prix is the perfect venue to highlight Cato’s breakthrough performance. In the fast-paced world of Formula E, every second counts. The sport is intensively data-driven, where teams rely on their IT networks to analyze data and make critical, split-second strategy decisions to achieve a winning edge. Multiple computers in the car produce 100 to 500 billion data points per event, with more than 400 gigabytes of data generated and sent back to the cloud for analysis.
With 16 E-Prix this season, many in regions lacking Tokyo’s developed infrastructure, the ABB FIA Formula E Word Championship presents an incredible networking and security stress test. Cato SASE Cloud provides fast, secure, and reliable access to the TAG Heuer Porsche Formula E Team, regardless of location.
Tokyo, Osaka, and soon Sapporo form the three PoP locations within Japan. Within Tokyo, three Cato PoPs service the region; another two PoPs service Osaka. A sixth PoP is opening in Sapporo. Should users or locations lose access to any one PoP, they would immediately fail over to one of the other PoPs in Japan, providing the TAG Heuer Porsche Formula E Team and all Cato customers with incredibly reliable access in Tokyo – and across the globe.
To learn more about Cato SASE Cloud, visit us at https://www.catonetworks.com/platform/
To learn more about Cato’s partnership with the TAG Heuer Porsche Formula E Team, visit us at https://www.catonetworks.com/porsche-formula-e-team/.
About Cato Networks
Cato Networks is the leader in SASE, delivering enterprise security and networking in a single cloud platform. With Cato, organizations replace costly and rigid legacy infrastructure with an open and modular SASE architecture based on SD-WAN, a purpose-built global cloud network, and an embedded cloud-native security stack.
Want to learn why thousands of organizations secure their future with Cato? Visit us at www.catonetworks.com.

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