Artificial Intelligence
Conveyor Systems Market to Rise at 4.5% CAGR till 2027; Growing Demand for Efficient Material Handling Equipment across Industries to Boost the Market: Fortune Business Insights™
Pune, Nov. 25, 2020 (GLOBE NEWSWIRE) — The global conveyor systems market size is projected to reach USD 7.43 billion by 2027, exhibiting a CAGR of 4.5% during the forecast period. Increasing incorporation of smart technologies in material handling systems in the mining industry will augment the growth of this market, states Fortune Business Insights™ in its new report, titled “Conveyor Systems Market Size, Share & Covid-19 Impact Analysis, By Type (Roller Conveyors, Flat Belt Conveyors, Wheel Conveyors, Vertical Conveyors & Others), By Location (In-floor Conveyors, On-floor Conveyors & Overhead), By Load (Unit Load & Bulk Load), By Application (Food & Beverages, Pharmaceuticals, Supply chain & Logistics, Manufacturing, Mining & Others) and Regional Forecast, 2020-2027”.
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Conveyor systems are crucial component in mining processes, enabling transport of mined materials such as ores from the mine to the plant. Traditional conveyor belts and other equipment are difficult to maintain and consume more energy, resulting in frequent outages and downtime. As a result, the mining industry is increasingly integrating intelligent technologies powered by Artificial Intelligence (AI) and Internet of Things (IoT) to enhance operational efficiency. For example, implementing sensors in conveyors enables miners to monitor temperature, detect material position, and analyze vibrations, thus helping them avoid any system failure. Similarly, utilizing 3D scanners can enable exact location and size of materials being handled and moved. Thus, smart technologies are opening up new growth and expansion avenues for the market.
COVID-19 Impact
The COVID-19 outbreak has generated widespread economic distress, with many industries and markets bearing the brunt of the crisis. However, together, we can tide over these challenging times. We, at Fortune Business Insights™, aim to provide precise market intelligence through extensive and intensive research into the impact of this pandemic on various businesses.
We are taking continuous efforts to help your business sustain and grow during the COVID-19 pandemic. Based on our experience and expertise, we will offer you an impact analysis of coronavirus outbreak across industries to help you prepare for the future.
According to the report, the market value stood at USD 5.23 billion in 2019. It also shares the following:
- Microscopic study of all the factors driving and restraining the market;
- In-depth analysis of the various market segments;
- Detailed examination of the regional prospects for the market; and
- Thorough research of the competitive landscape of the market.
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Market Restraint
Retarding Growth of the Aviation Industry to Dampen Market Spirits
Conveyor systems are extensively deployed at airports for smooth movement of luggage and cargo. However, the COVID-19 pandemic has severely crippled the aviation industry owing to tight restrictions on foreign travel imposed in most countries to curb the spread of the virus. The Airports Council International (ACI) estimates that there is likely to be a 50% drop in passenger traffic in 2020, leading to a loss of more than USD 97 billion in revenues. Compounding this will be the substantial decline in tourism revenue, as predicted by the UN World Tourism Organization (UNWTO). With such massive shortfall of passenger revenue, airport authorities are postponing or even cancelling modernization plans, which are expected to hamper the conveyor systems market growth.
Regional Insights
Asia Pacific to Surge at an Impressive CAGR; North America & Europe to Display Healthy Growth
Asia Pacific’s market size stood at USD 1.74 billion in 2019, giving the region indisputable lead in the conveyor systems market share. The main growth drivers for the market in this region include rapid development of various end-use industries in India and China and the presence of strong global players in the automotive industry in China. Technological advancements in South Korea and Japan are expected to further propel the regional market.
In Europe and North America, swift automation of manufacturing units and active adoption of Industry 4.0, both fueled by rising labor costs, are primarily driving the growth of the market. In Latin America and the Middle East & Africa, moderate market growth is anticipated owing to relatively slower adoption of these systems in manufacturing facilities.
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Competitive Landscape
Strategic Operational Expansion to be Key Focus Area for Market Players
One of the most prominent strategies being executed by key companies in this market is the expansion of operations in unexplored markets. In pursuit of that end, market players are partnering with regional companies, even acquiring them in some cases, to broaden their sales opportunities.
Industry Developments:
- June 2020: US-based Bastian Solutions joined forces with the sports brand PUMA to expand its presence in the market in North America. PUMA inaugurated its new fulfillment center in Indiana, where the company will install Bastian’s advanced robotic storage and retrieval system, AutoStore Black Line, for mass production of its signature sportswear.
- September 2019: Japan-based Daifuku Co. announced the setting up of its subsidiary in Vietnam under the name Daifuku Intralogistics Vietnam. The new entity will be responsible for local sales, installation, and aftersales services of conveyor systems for the distribution and manufacturing end-users in the country.
List of Companies Covered in the Conveyor System Market Report:
- Taikisha Ltd. (Japan)
- Toyota Industries Corporation (Japan)
- Dürr AG (Germany)
- Dematic (United States)
- Bastian Solutions, Inc. (United States)
- Daifuku Co., Ltd. (Japan)
- Invata Intralogistics (United States)
- ATS Automation Tooling Systems Inc. (Canada)
- Interroll (Schweiz) AG (Germany)
- Conveyor Systems Ltd (United Kingdom)
- Continental Conveyor (United States)
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Detailed Table of Content
- Introduction
- Definition, By Segment
- Research Approach
- Sources
- Executive Summary
- Market Dynamics
- Drivers, Restraints and Opportunities
- Emerging Trends of Market
- Key Insights
- Macro and Micro Economic Factors
- Consolidated SWOT Analysis of Key Players
- Porter’s Five Forces Analysis
- Impact of Covid-19: Conveyor Systems Industry Analysis
- Global Conveyor Systems Market Analysis, Insights and Forecast, 2016-2027
- Key Findings / Summary
- Market Sizing Estimations and Forecasts – By Type (Value)
- Roller Conveyors
- Flat Belt Conveyors
- Wheel Conveyors
- Vertical Conveyors
- Other Conveyors
- Market Sizing Estimations and Forecasts – By Location (Value)
- In-floor Conveyors
- On-floor Conveyors
- Overhead
- Market Sizing Estimations and Forecasts – By Load (Value)
- Unit Load
- Bulk Load
- Market Sizing Estimations and Forecasts – By Application (Value)
- Food & Beverages
- Pharmaceuticals
- Supply chain & Logistics
- Manufacturing
- Mining
- Others (Airports, etc.)
- Market Analysis, Insights and Forecast – By Region (Value)
- North America
- Europe
- Asia Pacific
- Middle East and Africa
- Latin America
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Artificial Intelligence
Predictive Maintenance Market worth $47.8 billion by 2029 – Exclusive Report by MarketsandMarkets™
Real-time analysis and decision-making will be made easier by developments in AI and IoT integration, which will drive the Predictive Maintenance Market in the future. Innovation will be fueled by prognostics, industry-specific solutions, and interoperability, while Predictive Analytics as a Service (PAaaS) models will make advanced predictive maintenance skills more accessible to all.
CHICAGO, March 29, 2024 /PRNewswire/ — The Predictive Maintenance Market is estimated to grow from USD 10.6 billion in 2024 to USD 47.8 billion in 2029, at a CAGR of 35.1% during the forecast period, according to a new report by MarketsandMarkets™. The driving factors for the Predictive Maintenance Market include the widespread adoption of emerging technologies like IoT sensors and data analytics, enabling real-time monitoring of equipment health. The integration of machine learning (ML) and artificial intelligence (AI) algorithms allows for predictive analysis of potential failures, reducing downtime and optimizing asset performance. Organizations are increasingly focused on cost savings and operational efficiency, driving the need for proactive maintenance strategies to minimize unplanned downtime and maximize productivity. Additionally, regulatory requirements and the shift towards predictive analytics-driven decision-making further contribute to the growth of the Predictive Maintenance Market.
Browse in-depth TOC on “Predictive Maintenance Market”
280 – Tables 60 – Figures300 – Pages
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Scope of the Report
Report Metrics
Details
Market size available for years
2019–2029
Base year considered
2023
Forecast period
2024–2019
Forecast units
USD Billion
Segments Covered
Component (Hardware, Solution [Solution by Deployment mode {Cloud (Public, Private, Hybrid) & On-premises}] & Services), Technology (Analytics & Data Management, Artificial Intelligence, IoT Platform, Sensors & Other Devices), Technique (Vibration Analysis, Infrared Thermography, Acoustic Monitoring, Oil Analysis, Motor Circuit Analysis, Other Techniques) Organization size (Large Enterprises, SMEs), Vertical (Energy & Utilities, Manufacturing, Automotive & Transportation, Aerospace & Defense, Construction & Mining, Healthcare, Telecommunications) and Region.
Geographies covered
North America, Europe, Asia Pacific, Middle East & Africa, Latin America
Companies covered
IBM (US), ABB (Switzerland), Schneider Electric (France), AWS (US), Google (US), Microsoft (US), Hitachi (Japan), SAP (Germany), SAS Institute (US), Software AG (Germany), TIBCO Software (US), Altair (US), Oracle (US), Splunk (US), C3.ai (US), Emerson (US), GE (US), Honeywell (US), Siemens (Germany), PTC (US), Dingo (Australia), Uptake (US), Samotics (Netherlands), WaveScan (Singapore), Quadrical Ai (Canada), UpKeep (US), Limble (US), SenseGrow (US), Presage Insights (India), Falcon Labs (India).
By component, the services segment to account for higher CAGR during the forecast period.
The services segment plays a crucial role in the Predictive Maintenance Market, serving as a core component essential for the efficient operation of software solutions. Many companies are turning to intelligent devices, robust AI systems, and Industrial Internet of Things (IIoT) solutions to monitor the health and productivity of critical equipment, aiming to minimize costly production shutdowns. Remote monitoring of machinery and equipment has become a significant priority for organizations grappling with challenges in detecting machinery failures. The adoption of predictive maintenance services, including IoT, has become imperative to mitigate the risks and failures of machines across various industries. Within the services segment, managed and professional services are considered vital for enhancing overall process efficiency.
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By Technique, Vibration Analysis is expected to hold the largest market size for the year 2024.
Vibration analysis is a crucial technique employed primarily for high-speed rotating equipment in predictive maintenance strategies. It enables technicians to monitor the vibrations of machines using handheld analyzers or real-time sensors integrated into the equipment itself. Machines operating optimally exhibit specific vibration patterns, which can be compared against known standards. However, as components like bearings and shafts wear down or develop faults, they generate distinct vibration patterns, signaling potential issues. By continuously monitoring equipment vibrations, trained technicians can identify deviations from normal patterns and diagnose problems early on. The range of issues detectable through vibration analysis is extensive and includes misalignment, bent shafts, unbalanced components, loose mechanical parts, and motor irregularities.
By Vertical, Automotive & Transportation is projected to grow at the highest CAGR during the forecast period.
As automotive technology progresses rapidly, traditional fault detection methods are inadequate for ensuring vehicle smoothness. However, modern automobiles are equipped with various sensors, instruments, and cameras that generate diverse data. Leveraging this data, past service records, and employing AI and ML, predictive maintenance in the automotive & transportation sector emerges as a powerful solution to enhance vehicle performance and minimize downtime. The surge in intelligent technologies has spurred predictive maintenance investments in transportation, particularly accelerated by the Covid-19 crisis, where consumer preferences shifted towards individual mobility due to health and safety concerns, leading to an increased demand for cars. This demand surge, coupled with slowed new vehicle production, is driving the resurgence of the used car market. Predictive maintenance plays a crucial role in reducing the lifespan of used cars and preventing unexpected downtimes. Solutions like IBM’s monitoring for connected vehicles and collaborations between automakers and tech companies like Ford, CARUSO, and HIGH MOBILITY showcase the industry’s commitment to leveraging predictive maintenance for improved operations and customer services.
Middle East & Africa is expected to grow at the second-highest CAGR during the forecast period.
The Middle East & Africa (MEA) lacks technological development as well as primary business growth in many verticals. Slow economic growth and geopolitical conditions are the major hurdles to the growth of the Predictive Maintenance Market in the region. Moreover, it generates the majority of the revenues from natural resources. The government policy in the United Arab Emirates (UAE) is supportive of the industry with the vision to be one of the most technologically advanced nations by 2022. The proliferation of telecom and IT-enabled industry in the African countries is steering the growth of AI-based IoT companies in the region. The major reasons that are said to influence the growth of the Predictive Maintenance Market in the region are the increasing investments in data center infrastructures and the growing number of high-growth start-ups. Only a few countries, such as the UAE, Israel, and Qatar, across the region, are advancing in this market at an economical pace. The UAE, Israel, and Qatar have demonstrated a strong commitment toward the development and implementation of AI and IoT technologies.
Top Key Companies in Predictive Maintenance Market:
The major predictive maintenance hardware, solution and service providers include IBM (US), ABB (Switzerland), Schneider Electric (France), AWS (US), Google (US), Microsoft (US), Hitachi (Japan), SAP (Germany), SAS Institute (US), Software AG (Germany), TIBCO Software (US), Altair (US), Oracle (US), Splunk (US), C3.ai (US), Emerson (US), GE (US), Honeywell (US), Siemens (Germany), PTC (US), Dingo (Australia), Uptake (US), Samotics (Netherlands), WaveScan (Singapore), Quadrical Ai (Canada), UpKeep (US), Limble (US), SenseGrow (US), Presage Insights (India), Falcon Labs (India). These companies have used both organic and inorganic growth strategies such as product launches, acquisitions, and partnerships to strengthen their position in the Predictive Maintenance Market.
Recent Developments:
In January 2024, Siemens and AWS deepened their collaboration to simplify the development and scaling of generative artificial intelligence (AI) applications for businesses across various industries and sizes. This partnership enables domain experts in fields like engineering, manufacturing, logistics, insurance, or banking to leverage advanced generative AI technology to create and enhance applications efficiently.In December 2023, ABB enhanced its ABB Ability Field Information Manager (FIM 3.0) to provide system engineers and maintenance teams with enhanced connectivity and expanded reach across the latest communication protocols.In June 2023, Qatar Airways and Google Cloud partnered to create innovative data and artificial intelligence (AI) solutions tailored for the airline industry. This collaboration will concentrate on enhancing areas like predictive maintenance, passenger experience, and cargo operations, aiming to elevate efficiency and customer satisfaction within the airline sector.In April 2023, TrendMiner launched an updated version of its predictive maintenance software, the Digital Twin Manager. This release includes enhanced support for cloud data sources from AWS and Microsoft, along with interactive search functionality, enabling users to make data-driven decisions more efficiently.In January 2023, AVEVA, a global leader in industrial software, finalized its acquisition by Schneider Electric. AVEVA’s strategic objective is to emerge as the top Software as a Service (SaaS) provider in software and industrial information, transitioning to a subscription-only business model.Inquire Before Buying@ https://www.marketsandmarkets.com/Enquiry_Before_BuyingNew.asp?id=8656856
Predictive Maintenance Market Advantages:
Through proactive equipment maintenance based on data-driven insights, the prevention of expensive unplanned downtime, and the reduction of repair costs, predictive maintenance assists organisations in cutting maintenance costs.Predictive maintenance increases equipment availability and uptime by anticipating possible equipment faults before they happen, guaranteeing continuous operations and maximising output.By locating and resolving underlying problems that may compromise the dependability and efficiency of equipment, predictive maintenance extends the life of assets and lowers the need for untimely replacements.Predictive maintenance reduces the likelihood of mishaps, injuries, and interruptions to operations brought on by malfunctioning equipment by anticipating possible equipment breakdowns.By scheduling maintenance jobs more effectively, predictive maintenance helps businesses minimise interruptions to existing operations and match maintenance duties with production schedules.Using data analytics and machine learning algorithms, predictive maintenance produces actionable insights that help with equipment investments, resource allocation, and maintenance strategy selection.Predictive maintenance ensures continuous functioning and customer satisfaction by proactively addressing equipment concerns, minimising unplanned downtime and production losses.Status-based maintenance techniques, which optimise maintenance resources and cut down on pointless inspections and repairs by triggering maintenance actions based on real-time equipment status data, are made possible by predictive maintenance.Report Objectives
To describe and forecast the Predictive Maintenance Market, in terms of value,by component, technology, technique, organization size, and verticalTo describe and forecast the Predictive Maintenance Market, in terms of value,by region—North America, Europe, Asia Pacific, Middle East & Africa and Latin AmericaTo provide detailed information regarding major factors influencing the market growth (drivers, restraints, opportunities, and challenges)To strategically analyze micromarkets1 with respect to individual growth trends, prospects, and contribution to the overall Predictive Maintenance MarketTo profile key players and comprehensively analyze their market positions in terms of ranking and core competencies2, along with detailing the competitive landscape for market leadersTo analyze competitive developments such as joint ventures, mergers and acquisitions, product developments, and ongoing research and development (R&D) in the Predictive Maintenance MarketTo provide the illustrative segmentation, analysis, and projection of the main regional marketsBrowse Adjacent Markets: Analytics Market Research Reports & Consulting
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Artificial Intelligence
AeC Recognized by Frost & Sullivan for Leading the Customer Relationship Industry in Brazil
AeC is the largest customer relationship company in Brazil and its reliable and customized customer care solutions help businesses create seamless end-user experiences.
SAN ANTONIO, March 29, 2024 /PRNewswire/ — Frost & Sullivan recently researched the customer experience outsourcing services industry and, based on its findings, recognizes AeC with the 2023 Company of the Year Award. AeC is connecting technology with outstanding customer service to increase efficiency and optimize the customer’s business journey. AeC leverages artificial intelligence (AI), data intelligence, machine learning (ML), natural language processing (NLP), fraud prevention, and real human experiences to guarantee an optimal customer experience (CX) in its clients’ business operations.
The company helps businesses deliver a remarkable CX to remain competitive in the marketplace and meet its clients’ demands. It consistently aims to enhance end-user CX by carefully analyzing customer data, testing new business models, and adjusting its processes based on customer feedback.
AeC drives its clients’ digital transformations with innovative tools that provide superior business process outsourcing (BPO) services. The company launched Vision, an advanced and intuitive solution that allows managers to track agents’ performance and deliver effective support. Moreover, its AeC HR technology platform, Robbyson, assists businesses by increasing engagement and efficiency with AI to automatically estimate, suggest, and forecast outcomes.
“With a legacy of BPO services leadership, the company’s compelling value proposition underpins its sustained success. AeC holds a solid position with a diversified client base, serving industry leaders of every market, including four of the top five Brazilian unicorns and two of the top five energy organizations in Brazil,” said Sebastian Menutti, industry principal at Frost & Sullivan.
With its customer-centric approach, the company provides consulting and highly customized projects for its clients. AeC bases its operations on the core principle that its success depends on customer satisfaction. For this reason, the company meets with clients at the pre-sales stage to identify their specific business requirements and challenges to develop tailor-made solutions.
“The company acknowledges that offering a complete product portfolio that aligns with broader market trends (e.g., omnichannel customer services, automation capabilities, and tools that address security challenges) is a key differentiator. Therefore, it constantly leverages technology to improve the efficiency and effectiveness of its services, such as automating processes and using data analytics to gain insights into end users’ behaviors and preferences,” noted Valentina Barcia, best practices research analyst at Frost & Sullivan.
Each year, Frost & Sullivan presents a Company of the Year award to the organization that demonstrates excellence in terms of growth strategy and implementation in its field. The award recognizes a high degree of innovation with products and technologies, and the resulting leadership in terms of customer value and market penetration.
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About AeC
AeC is a Brazilian technology company specializing in customer relations. Leading by innovation, the most outstanding is the warm way of dealing with people and applying cutting-edge technology in its processes, such as artificial intelligence, cloud services, analytics, and automation tools. For over 30 years, it has developed customized consumer experience solutions in the market, helping companies in different segments, such as digital businesses, fintech, financial sector, telecommunications, services, retail, insurance, energy, and health. Currently, AeC has more than 43,000 employees and is certified by the Great Place to Work Institute (GPTW).
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Artificial Intelligence
Actuators Market worth $94.8 billion by 2029 – Exclusive Report by MarketsandMarkets™
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.
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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.
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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).
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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.
To find out more, visit www.MarketsandMarkets™.com or follow us on Twitter, LinkedIn and Facebook.
Contact: Mr. Aashish MehraMarketsandMarkets™ INC. 630 Dundee RoadSuite 430Northbrook, IL 60062USA: +1-888-600-6441Email: [email protected] Our Web Site: https://www.marketsandmarkets.com/Research Insight: https://www.marketsandmarkets.com/ResearchInsight/global-actuators-market.aspContent Source: https://www.marketsandmarkets.com/PressReleases/global-actuators.asp
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