In 2022, the Global AI in Manufacturing Execution System Market was valued at USD 4 billion and is projected to reach a market size of USD 9.09 billion by 2030. Over the forecast period of 2023-2030, the market is projected to grow at a CAGR of 10.8%.
Industry Overview:
Manufacturers are concentrating on enhancing MES capabilities with the integration of cutting-edge technology, such as artificial intelligence (AI), to quickly evaluate massive amounts of data in response to contemporary security risks. Quick mathematical computations are supported by the AI to improve the critical capacities of human intelligence and quickly identify dangers like anomalies, outliers, and patterns in a workforce with lower skill levels. To improve their analytic and incident response capabilities, many MES service providers have integrated AI into their current solutions. The manufacturing execution system market is expanding as a result of the rise in the end customers' expectations regarding user behavior and threat detection abilities and the integration of existing MES with cutting-edge analytical technologies. The enterprises recognize manufacturing competency as a critical factor to stay competitive in the market, resulting in the high adoption of manufacturing execution system (MES) solutions as a greater priority.
Manufacturers are increasingly using real-time manufacturing execution systems (MES) in conjunction with real-time manufacturing operations management (MOM) systems to track and control their operations to deal with this complexity. They are discovering that their outdated enterprise resource planning (ERP), materials requirements planning (MRP), and manufacturing execution system (MES) systems, when combined with planning boards and spreadsheets, are unable to meet the tracking, planning, and scheduling requirements in today's real-time, demand-driven environment. The AI-based rules and algorithms continuously scan the data gathered by the operations tracking system and data imported from other systems to identify potential problems. The technology may then notify management of alarms via email or text message so they can act right away. Industry 4.0's arrival, which allows for low-cost, higher-quality, and quicker processing during manufacturing is fuelling the market growth. Manufacturers are becoming more and more interested in a variety of technologies, including the internet of things (IoT), cloud storage, mobile computing, advanced analytics, robotics, and machine learning.
MARKET DRIVERS:
The growing use of automation and technology in the manufacturing sector fuels market growth
In today's commercial environments, the full industrial and manufacturing environment is becoming intelligent, smart, and linked. The ecosystem of how exchanges and collaborations between people, machines, data, and technology take place has altered as a result of the emergence of new types of process manufacturing of sensors, smart machines, and linked items. The collection, organization, analysis, and extraction of business values from data and information is a major component of the modern digitalized factories that support smart manufacturing. The requirement for an advanced MES has been further highlighted by Industry 4.0's rising acceptance. Industry 4.0 establishes an interoperability platform between operations and information technology, allowing various pieces of machinery, goods, and materials to connect via embedded electronics. The MES oversees and maintains work progress in a manufacturing facility and provides a solid foundation upon which to create an industry 4.0 application.
AI simplifies and lowers the cost of Manufacturing Execution System Adoption
AI integration into an MES/MOM system entails adding user-defined rules and algorithms with user-defined parameters to the system to significantly increase its intelligence. By doing this, manufacturers may use computers to their full potential, quickly analyzing massive amounts of data in real-time and taking routine choices without the need for human involvement. Numerous operational advantages can be achieved by automating the tracking, planning, and scheduling of manufacturing operations using an MES in conjunction with a real-time MOM system, such as: providing real-time manufacturing visibility of the status of production, inventory, and customer orders; preventing operational errors; eliminating needless overhead labor costs; automatically collecting material traceability data, and increasing sales by providing dependable delivery of semi-custom products.
The market is being driven by the need for mass production and a connected supply chain to accommodate the expanding population
The need for a linked supply chain in industrial businesses is one of the major reasons influencing the MES market. An essential component for enabling effective production activities is efficient information flow throughout the factory. IoT systems can be used by factories for supply chain reporting, inventory tracking, and location tracking of manufactured goods. Another advantage of connected manufacturing solutions is that it is simple for information to flow throughout the whole supply chain, which makes it easy for firms to adjust to the changing market conditions. Real-time data helps producers cut inventory costs, identify potential hazards, and change the output to satisfy market demands. Growth in industrial operations for mass production on a global scale as well as quality improvement is driving the demand for cutting-edge machinery and software systems. Modern production methods and technologies can fill this need with manufacturing execution systems.
MARKET RESTRAINTS:
Costs associated with upgrades, upkeep, and other large capital expenditures may limit market expansion
The investment cost of AI in MES consists of consulting, acquisition, adjustment, implementation, and running charges, all of which raise a company's costs. Since MES adoption varies by industry, MES capital investments are also substantial because they cover several services associated with this system. A company's expenses will rise as a result of the costs associated with MES, which are mostly deployment and operating expenses. The cost of MES may be high due to the software's complexity and other costs like custom integration. Consequently, these businesses must do a thorough analysis of their return on investments before implementing MES. Additionally, due to the high prices of modern MES, many small businesses are unable to upgrade or replace their current MES. As a result, one major aspect that can hinder the MES market's expansion is the expense.
The market growth may be hampered by the complexity of MES deployment in different sectors
The deployment of MES is complicated since each such system is unique depending on the requirements of the specific industries. Additionally, the procedures used in manufacturing and production operations vary from sector to sector. The manufacturing process has several stages, including implementation, staging, and moving to the factory floor. Due to the complexity of the hardware architecture of the production or shop floor, implementation at these distinct phases becomes challenging. Because the manufacturing execution system requires numerous alterations during installation, it is difficult for it to adapt to various situations at various phases and execute well. The main obstacles facing the MES market are the intricate processes required to integrate manufacturing execution systems with every system on a production floor and the lengthy deployment process.
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REPORT METRIC |
DETAILS |
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Market Size Available |
2022 - 2030 |
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Base Year |
2022 |
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Forecast Period |
2023 - 2030 |
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CAGR |
10.8% |
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Segments Covered |
By Component, Deployment and Region |
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Various Analyses Covered |
Global, Regional & Country Level Analysis, Segment-Level Analysis, DROC, PESTLE Analysis, Porter’s Five Forces Analysis, Competitive Landscape, Analyst Overview on Investment Opportunities |
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Regional Scope |
North America, Europe, APAC, Latin America, Middle East & Africa |
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Key Companies Profiled |
AVEVA Group plc, Emerson Electric Co., Dassault Systèmes SE, EAZYWORKS INC.,Siemens, Honeywell International Inc., General Electric Company, SAP SE, Oracle Corporation, Rockwell Automation, Inc. |
Segmentation Analysis
Software
Services
In 2021, the manufacturing execution system market was dominated by the software category, which held a bigger market share. Manufacturing activities are the focus of the manufacturing execution system's development and construction. The majority of manufacturing businesses employ a planning procedure, such as manufacturing resource planning or enterprise resource planning, to decide which items will be produced. The production execution system decreases work-in-process inventory, shortens manufacturing cycles, enhances product quality, eliminates data input time, and accomplishes many other things. Such elements are what fuel the global market for AI in manufacturing execution systems.
On-Premises
Cloud
Hybrid
Based on deployment type, the AI in the manufacturing execution system market is categorized into on-premises, cloud, and hybrid. In 2021, the on-premises market category held a greater market share. The advantages of on-premises deployment for manufacturers installing manufacturing execution systems include the preservation of all existing internal systems, including authentication and access privileges. The hybrid deployment category is anticipated to grow at the greatest CAGR during the anticipated period. Due to the increasing significance of tracking real-time information about the activities in oil and gas fields, the use of hybrid deployment of manufacturing execution systems has grown in the oil and gas sector. Additionally, a hybrid manufacturing execution system offers additional storage space, protecting data security.
North America
Europe
Asia-Pacific
Rest of the World
North America is anticipated to hold the largest market share for AI in MES throughout the projection period. The region is home to numerous important MES providers that foster innovation, including Honeywell, Oracle Corporation, Emerson, and Rockwell Automation. Additionally, North America's solid financial standing allows it to make significant investments in cutting-edge products and technology that have given it a competitive edge in the market. Additionally, the region is witnessing several partnerships amongst market participants, which is enabling them to combine their goods and solutions to strengthen their market position. One of the potential market opportunities in the region's ongoing expenditures and expansions in digitization across all industries. The number of SMEs is expanding, and major companies like IBM and General Electric are digitizing more industrial processes, which is helping the IoT market in the local manufacturing sector flourish. SMEs are becoming more open to integrating new technology into their current systems, whereas major firms have significant expenditures for digitalization.
Asia Pacific is anticipated to experience the greatest CAGR growth for AI in the manufacturing execution systems market during the forecast period. The Asia Pacific has a very high need for manufacturing execution systems because of nations like China, Japan, South Korea, and India. Due to their rapid industrialization and emphasis on manufacturing operations in sectors like the automotive, consumer electronics, and other industries, China and India have the fastest-growing economies in the world. As a result of the country's rising demand for manufacturing facilities, China is predicted to grow at the fastest rate. Along with the establishment of several production facilities in sectors like textiles, power, and pharmaceuticals where manufacturing execution systems are in high demand, there has also been an increased focus on these sectors in addition to automotive and consumer electronics. The expansion of the market is being fueled by the spread of IIoT (Industrial Internet of Things) and Big Data in sectors like healthcare, automotive, and pulp & paper.
Major Key Players in the Market
The major players in the global AI in Manufacturing Execution System Market are
Honeywell International Inc.
General Electric Company
SAP SE
Oracle Corporation
Rockwell Automation, Inc.
Notable happenings in the AI in Manufacturing Execution System Market in the recent past:
Product Launch- In May 2021, Siemens unveiled Opcenter Execution Discrete 4.1, a robust MES solution that also fully integrates regulatory and quality requirements, synchronizes production processes for the best supply-chain management, and offers consistent maintenance and operating cost savings.
Product Launch- In November 2021, Rockwell Automation introduced a new remote access solution that includes strong security features including multi-factor authentication and encrypted protocols. The remote access solution can put OEMs in a position to meet present and future demands for remote support.
Product Launch- In November 2021, AVEVA released a tool for image classification-based analytics called the Vision AI Assistant 2021. The AI solution is now incorporated into AVEVA Insight and System Platform and Operations Management Interface.
COVID-19 pandemic impact on AI in Manufacturing Execution System Market
The COVID-19 pandemic negatively impacted the world economies in 2020 and presented numerous difficulties. Lockdowns caused the temporary closure of several production sectors, which decreased demand for manufacturing execution system (MES) solutions internationally. The second quarter (April to June) of 2020 saw a decline in manufacturing output of 11.2% when compared to the same period in 2019, according to the World Manufacturing Production Statistics by the UNIDO. The COVID-19 epidemic thus negatively impacted the manufacturing execution system market because MES solutions are directly proportionate to production operations. Ease in lockdown restrictions allowed manufacturing businesses to resume operations with upgraded and improved supply chains, further advancing the use of MES. The demand for MES is likely to increase as a result of their expanding applications in the manufacturing industries and the expanding use of high-tech goods based on artificial intelligence (AI) in these industries.
Global automotive lighting refers to all vehicle lighting systems, from headlamps that illuminate the road to taillights that communicate movements. They guarantee motorists and other road users alike safety, visibility, and style. While taillights frequently use LEDs for improved visibility, headlights are available in a variety of technologies, including LED and laser. Interior illumination, DRLs, and signal lights all have a role to play. This market, which was estimated to be worth $33.64 billion in 2022, is anticipated to rise to $67.39 billion by 2030 because of laws, luxury tastes, safety concerns, and technological developments like OLED taillights and adaptive headlights. Anticipate a future dominated by intelligent, connected, personalized, and sustainable lighting systems that enhance the safety, efficiency, and aesthetic appeal of automobiles.
Car lighting works its magic to provide safety, visibility, and style. Headlights cut through the night, taillights express intent, and interiors shine with comfort. The billion-dollar global business is expected to rise due to consumer demand for high-end experiences, safer roads, and cutting-edge technology. Imagine dynamic messages being painted by taillights, headlights that adjust to the road, and interiors that customize their atmosphere. Driven by technological advancements like linked systems and laser beams, this future is calling. Anticipate even more visually attractive, environmentally friendly, and intelligent lighting to illuminate the way ahead, making cars safer, more efficient, and unquestionably cooler.
In the market for automobile lighting, safety is the driving force behind demand from the public and laws. While automated high beams smoothly react to traffic, adaptive headlights modify their beams so as not to blind other people. With visually striking displays, dynamic taillights convey intentions for braking and turning. Beyond these developments, integrated pedestrian identification and lane departure alerts will soon make roads safer and brighter for everyone.
Luxurious automobile lighting creates a distinct visual identity that goes beyond simple illumination. Personalized interior lighting customizes the driving experience by setting the mood with a range of colours and intensities, while intricate designs and distinctive DRLs modify exteriors. As you approach your automobile at night, welcoming lights lead the way, resulting in an interior that is perfectly lit. Not only is this symphony of light aesthetically pleasing, but it also stands as a tribute to luxury. Upcoming developments like gesture-controlled lighting and holographic displays promise to further enhance the experience.
The worldwide automotive lighting market is undergoing a significant transition towards energy-efficient solutions, as environmental concerns gain prominence. LED technology is leading the way, providing a ray of hope for the environment and drivers alike. LED lights beam brighter and use a lot less energy than conventional halogen lamps. There are some tangible advantages to this. For drivers, this translates to increased fuel economy, which lowers petrol prices and lessens reliance on fossil fuels. Greater air quality and a reduction in the transport sector's contribution to climate change are the results of reduced overall emissions.
Although the global automotive lighting business is booming, there are still unknowns. Difficulties impede growth even as innovation propels it with eye catching features like laser beams and adaptable headlights. These technologies are luxury items due to their high cost and difficult integration, which puts producers' abilities to the test. The worldwide patchwork created by unclear legislation limits the potential of innovation. Durability issues persist, particularly when complex systems are subjected to challenging conditions. Ultimately, a lot of drivers still don't fully understand how these improvements can help them. Together, we can overcome these obstacles. The keys to reducing costs are improved production, more seamless integration, and unified regulations. Their full potential can be realized by educating customers about the safety, efficiency, and aesthetic value of these lighting wonders. By working together, we can pave the way for an even brighter and safer future for vehicle lighting.
It is made possible by advanced LED technology, which gives drivers the ability to customize their illumination for the highest level of comfort and flair. Consumers that care about the environment want greener products, and vehicle lighting complies. While solar- and self-powered lighting technologies offer a future powered by clean energy, energy-efficient LEDs lower pollution. The advent of connected lighting systems heralds a new age. Envision automobiles interacting with infrastructure and one another to minimize accidents and enhance traffic efficiency. Integrated headlights with pedestrian recognition provide unmatched safety, while dramatic taillights with eye-catching displays alert onlookers to your intentions. The possibilities are endless in the future. Gesture-controlled interior illumination, holographic displays projected onto the road, and even light fixtures with self-healing capabilities.
Due to laws requiring safety features like headlights, taillights, and brake lights, exterior lighting presently holds the most market share in the vehicle lighting industry. The dominance of this market is partly attributed to advancements in safety-focused technologies such as adaptive headlights and daytime running lights. The market value of external lighting is increased by the quick adoption of technology like LED bulbs and laser lights, which improve performance and aesthetics. Conversely, the interior lighting market is expected to increase at the fastest rate in the upcoming years. Innovations like ambient lighting and technology breakthroughs like LED and OLED displays, driven by consumer demand for comfort and personalisation, open new possibilities. The spread of sophisticated interior lighting systems is further driven by the growing emphasis on safety and the expansion of the luxury car market.
The worldwide vehicle lighting market is currently dominated by halogen because of its more affordable price, advanced technology, and useful illumination. With its dependable supply chain and affordable option for manufacturers and cost-conscious customers, halogen holds the biggest market share. The fastest-growing market right now is LEDs, which are predicted to shortly overtake halogen. The rapid expansion of LEDs is driven by their higher efficiency, longer lifespan, flexibility in design, and technological breakthroughs including enhanced brightness. Because LEDs use less energy and produce fewer emissions and better fuel economy, they are becoming more and more popular in the changing automotive lighting market.
Passenger automobiles rule the worldwide automotive lighting market. The sheer number of passenger cars produced which surpasses that of business vehicles and fuels the need for lighting systems is the primary cause of this popularity. The growing demand for personal automobiles in developing nations is a result of rising disposable income, which in turn drives the rise of the passenger car market. The importance that consumers place on safety and aesthetics elements helps to drive market expansion. But in the upcoming years, the market for electric and hybrid cars is expected to develop at the quickest rate. The exponential rise of the worldwide electric car market, which is still expanding and shows no signs of slowing down, is what is driving this surge. Specialised lighting solutions are required since electric and hybrid vehicles have different lighting requirements because of their specific functionality and design aesthetics.
Most lighting systems sold nowadays are sold by OEMs (Original Equipment Manufacturers), primarily because manufacturers pre-install lighting systems in new cars. But in the next years, the aftermarket is expected to develop at the quickest rate. This spike in demand for replacement parts, especially lighting systems, can be linked to several variables, one of them being the average age of cars. The industry is expanding because of consumers' growing desire to personalise their cars with aftermarket lighting upgrades such LED upgrades and decorative lighting. The availability and affordability of technologies like adaptive headlights and laser lights in the aftermarket, together with other advancements in lighting technology, are driving demand even more. Moreover, the growing market for electric cars (EVs).
Throughout the forecast period, Asia Pacific is anticipated to be the automotive lighting market with the highest profitability. Over the past few years, Asia Pacific countries like China and India have seen notable increases in automotive manufacturing and sales, primarily in the medium-to premium luxury car segment. Asia Pacific is predicted to see an increase in the manufacturing of passenger cars, with India experiencing the strongest growth rate. Depending on the state of the national economy, the area offers a suitable selection of both high-end and cheap cars. For instance, there is a substantial demand for halogen, Xenon/HID, and LED since China and India produce more economy and mid-range automobiles. On the other hand, luxury car adoption rates are greater in South Korea and Japan, where LED lighting is the norm.
A brief shadow was thrown by COVID-19 over the worldwide automotive lighting market. Production was stopped by lockdowns and supply chain disruptions, while luxury lighting upgrades were shelved by consumers on a tight budget. Resources became scarce, and R&D stagnated. Still, the market is recovering thanks to resurgent demand and rearranged priorities. While energy-efficient LEDs are being pushed towards adoption by sustainability, safety concerns are driving interest in features like pedestrian detection and adaptive headlights. The digital push of the epidemic creates opportunities for intelligent, networked lighting systems that may interact with infrastructure and other cars. Ultimately, the industry is positioned to shine brighter, focused on safety, sustainability, and a connected future, even though the pandemic dimmed its brilliance.
A development collaboration between OSRAM Continental and REHAU aims to incorporate lighting into external components, providing automobile manufacturers with innovative lighting options that improve functionality and design flexibility. For rear combination lamps, Hella unveiled a revolutionary lighting innovation called Hella FlatLight technology. A Memorandum of Understanding (MoU) was signed by Samvardhana Motherson Automotive Systems Group BV (SMRPBV), a division of Motherson Group, and Marelli Automotive Lighting to investigate a technology collaboration focused on intelligently lighted external body components. Valeo debuted their revolutionary 360° lighting system at the Shanghai Auto Show. This technology surrounds the car with a band of light, projecting instantaneous, clear signs that other drivers can see from a distance. Pedestrians, cyclists, and scooter riders are especially susceptible to these signals
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