Artificial Intelligence Toolkit Market Research Report 2024
Artificial Intelligence Toolkit Market Global Industry Analysis and Forecast (2024-2032) by Offering (Software, Hardware, Services), Technology (Machine Learning, Computer Vision, Robotic Process Automation, Natural Language Processing), Vertical (Banking, Financial Services, & Insurance (BFSI), Retail & eCommerce, Healthcare & Life Sciences, Manufacturing, Telecom, Others {IT & ITeS, Media & Entertainment, Energy & Utilities, Government & Defense, Automotive, Transportation, & Logistics, Education, Travel & Hospitality, Construction & Real Estate, Agriculture}), and Region
Artificial Intelligence Toolkit Market Synopsis
Artificial Intelligence Toolkit Market Size Was Valued at USD 22.07 Billion in 2023 and is Projected to Reach USD 153.97 Billion by 2032, Growing at a CAGR of 24.09% From 2024-2032.
An artificial intelligence (AI) toolkit refers to a collection of software tools, libraries, frameworks, and resources designed to facilitate the development, testing, and deployment of artificial intelligence systems and applications. These tools support various AI tasks such as machine learning, natural language processing, computer vision, and robotics.The increased availability of high-performance hardware components such as GPUs and TPUs has greatly improved the effectiveness of training and the adoption of advanced AI models. AI tools are specifically designed to take full advantage of this computing power, enabling faster model development and better performance. This combination of AI tools and powerful hardware resources is fueling the expansion of the AI tools market and enabling developers and organizations to leverage state-of-the-art AI capabilities across a wide range of applications.
Growing demand for AI-based solutions across various industries is fueling the growth of the AI tools market. Industries such as healthcare, finance, and retail increasingly rely on AI to optimize operations, deliver personalized services, and gain valuable insights from massive data sets. Artificial intelligence tools integrated with advanced hardware enable these industries to effectively apply complex algorithms and machine learning models, greatly improving accuracy and speed.Continued advances in AI research and development are fueling the proliferation of sophisticated tools. As AI technology advances, tools become more user-friendly and versatile, attracting a wider audience of developers, from seasoned professionals to novices. This inclusion, combined with powerful hardware support, democratizes the development of AI, making it easier and more practical for different business needs and innovations. The AI tools market is poised for significant growth, fueled by both technological advances and increasing adoption in the field.
Source: Company Database
The graph above shows that the global market for artificial intelligence (AI) tools has grown strongly in recent years, reflecting the rapid spread of artificial intelligence around the world. In 2020, the market value was $115.91 million and in 2021, the market value increased to $154.26 million, which represents a significant growth. By 2022, the market is expected to grow to USD 201.38 million due to the increasing demand for AI solutions in various sectors. In 2023, the market value was $254.78 million, underlining continued momentum. At the same time, there has also been a significant increase in the number of users of AI tools worldwide, reflecting the widespread integration of AI technologies in businesses and industries. This upward trend reflects the growing reliance on AI tools to improve operational efficiency, innovate processes and create competitive advantage globally.
Top Key Players Involved Are:
"IBM (USA), Microsoft (USA), Google (USA), Oracle (USA), Salesforce (USA), Intel (USA), Adobe (USA), Meta Platforms (USA), AWS (USA), NVIDIA Corporation (USA),H2O.ai (USA), Alteryx (USA), Altair (USA), DataRobot (USA), Jasper (USA),Rasa (USA), SuperAnnotate (USA), OpenAI (USA), Fiddler AI (USA), Determined AI (USA), Snorkel AI (USA), Union AI (USA), Attri AI (USA),Regie.ai (USA), Levity AI (Germany), KNIME (Switzerland), Thales Group (France), and Other Major Players."
Artificial Intelligence Toolkit Market Trend Analysis:
Propagation of AutoML in Training High-Performance Models
- The rise of artificial intelligence technology has greatly expanded the need for AI models and applications. Creating precise AI tools necessitates correct model structure, accurate data gathering, and meticulous model adjustment to achieve desired key performance indicators (KPIs). Automating Machine Learning (AutoML) simplifies this procedure by automatically completing manual tasks to discover optimal models and hyperparameters for target KPIs. AutoML can automatically find the best AI model for a specific task and handle numerous complicated processes involved in creating and enhancing AI models, which is extremely helpful for developers.
- Various AI tools like NVIDIA TAO come equipped with AutoML features that optimize model hyperparameters automatically, decreasing the necessity for manual adjustments significantly. This automation enhances the development and implementation of top-notch models, leading to increased use of AutoML. AutoML's ease and precision enable its seamless integration into AI tools, thereby enabling developers and organizations to easily access advanced AI capabilities. This development will have a pivotal impact on the expansion of the AI tools industry, enabling users to efficiently and accurately deploy advanced models.
The Increase of Data Generated by IoT Devices Creates New Opportunities for Creativity
- AI's automated capabilities are fueling the integration of smart IoT technologies, allowing organizations to extract valuable insights from the large data sets gathered by these devices. Using this information, businesses can generate a detailed summary of their activities and effectiveness and utilize the data to introduce groundbreaking products and services. IoT produces large quantities of data and provides fresh insights into organizational well-being and effectiveness. Artificial intelligence allows businesses to utilize the power of the Internet of Things through the use of prescriptive and predictive analytics to analyze data collected from sensors, monitoring devices, and other input devices. These smart observations support proactive upkeep, improved choices, and prediction, resulting in enhanced customer support. In remote manufacturing, sensors oversee production processes at different sites and transmit status updates to a central facility. Machine learning (ML) tracks the condition of machines and minimizes operational stoppages by anticipating malfunctions.
- The AI tools market will gain from the rising volume of data produced by IoT devices, paving the way for creativity and innovation. Businesses can create customized AI technologies for particular IoT uses, enhancing the performance and worth of those systems. By constantly enhancing and adjusting AI tools for handling and examining IoT data, businesses can maintain a competitive edge by offering innovative solutions that cater to the evolving market demands. The combination of AI and IoT will not just propel technological advancements, but also cultivate a climate of creativity and innovation within companies, leading the path for future prosperity and achievements.
Artificial Intelligence Toolkit Market Segment Analysis:
Artificial Intelligence Toolkit Market Segmented on the basis of Offering, Technology, and Vertical.
By Vertical, Healthcare & Life Sciences segment is expected to dominate the market during the forecast period
- AI toolkits are revolutionizing healthcare research by analyzing large-scale datasets, enabling efficient processing of patient records, medical imaging, genomic data, and clinical notes. These tools use machine learning algorithms and natural language processing to uncover hidden patterns and insights, accelerating medical discoveries and supporting the development of more accurate diagnostics, treatment recommendations, and predictive healthcare models.
- The demand for AI toolkits in healthcare research is increasing, boosting innovation and expanding the market. These tools enable healthcare researchers to handle large datasets, improving medical advancements and patient outcomes. This synergy fosters continuous improvement and innovation, ensuring the AI toolkit market remains dynamic and responsive to the evolving needs of the healthcare industry.
By Technology, Natural Language Processing segment held the largest share in 2023
- Natural Language Processing (NLP) increases the popularity of voice assistants such as Google Assistant and Amazon Alexa, significantly increasing the market for artificial intelligence tools. These voice-controlled services have become indispensable in homes and businesses, improving human-computer interaction and providing solutions for various tasks. As voice assistants become more commonplace, the demand for AI tools with solid NLP capabilities is steadily growing. This growth will expand the market for AI tools and drive innovation in NLP technology, enabling more versatile and complex voice-activated applications.
- The increasing integration of voice assistants in various sectors, from smart home to healthcare and customer service, highlights the impact of NLP on the market of AI tools. Both businesses and consumers benefit from improved efficiency and a better user experience with advanced NLP-enabled tools. As the demand for these tools grows, the AI tools market is responding by developing more sophisticated and powerful NLP solutions, fueling industry growth and innovation.
Artificial Intelligence Toolkit Market Regional Insights:
North America is Expected to Dominate the Market Over the Forecast period
- Government support and funding will significantly boost the AI tools market in North America. The commitment of regional governments to AI research and development projects will drive innovation and improve competitiveness. Public investment in AI projects, research centers, and infrastructure creates an ecosystem that fosters collaboration between academia, industry, and startups. This collaborative environment promotes the development and deployment of AI tools critical to AI innovation. Access to resources and funding enables the exploration of new AI applications and the expansion of AI capabilities, positioning North America as a global leader in AI technology.
- Government initiatives often include grants, tax incentives and regulatory support that lower barriers to innovation for AI startups and incumbents. This framework accelerates the development of advanced AI tools, making them more accessible to many industries. As a result, North America is not only at the forefront of AI research but also leads the commercialization and practical application of AI technologies. Continued investments and strategic policies by governments will ensure continuous growth of the AI tools market and strengthen the region's position as a center of excellence for AI development.
Key Industry Developments in the Artificial Intelligence Toolkit Market:
- In May 2024, Microsoft announced a broad investment package designed to strengthen the role of Southeast Wisconsin as a hub for AI-powered economic activity, innovation, and job creation. These investments include $3.3B in cloud computing and AI infrastructure, the creation of the country’s first manufacturing-focused AI co-innovation lab, and an AI skilling initiative to equip more than 100,000 of the state’s residents with essential AI skills.
- In April 2024, Oracle announced new artificial intelligence (AI) capabilities within Oracle Fusion Cloud Customer Experience (CX) to help marketers, sellers, and service agents accelerate deal cycles. The new AI capabilities will help organizations generate more sales faster by automating time-consuming tasks and enabling front-office professionals to more precisely target, engage, and serve buyers.
|
Artificial Intelligence Toolkit Market |
|||
|
Base Year: |
2023 |
Forecast Period: |
2024-2032 |
|
Historical Data: |
2017 to 2023 |
Market Size in 2023: |
USD 22.07 Bn. |
|
Forecast Period 2024-32 CAGR: |
24.09% |
Market Size in 2032: |
USD 153.97 Bn. |
|
Segments Covered: |
By Offering |
|
|
|
By Technology |
|
||
|
By Vertical |
|
||
|
By Region |
|
||
|
Key Market Drivers: |
|
||
|
Key Market Restraints: |
|
||
|
Key Opportunities: |
|
||
|
Companies Covered in the report: |
|
||
Chapter 1: Introduction
1.1 Scope and Coverage
Chapter 2:Executive Summary
Chapter 3: Market Landscape
3.1 Market Dynamics
3.1.1 Drivers
3.1.2 Restraints
3.1.3 Opportunities
3.1.4 Challenges
3.2 Market Trend Analysis
3.3 PESTLE Analysis
3.4 Porter's Five Forces Analysis
3.5 Industry Value Chain Analysis
3.6 Ecosystem
3.7 Regulatory Landscape
3.8 Price Trend Analysis
3.9 Patent Analysis
3.10 Technology Evolution
3.11 Investment Pockets
3.12 Import-Export Analysis
Chapter 4: Artificial Intelligence Toolkit Market by By Offering
4.1 Artificial Intelligence Toolkit Market Snapshot and Growth Engine
4.2 Artificial Intelligence Toolkit Market Overview
4.3 Software
4.3.1 Introduction and Market Overview
4.3.2 Historic and Forecasted Market Size
Frequently Asked Questions
What would be the forecast period in the Artificial Intelligence Toolkit Market research report?
The forecast period in the Artificial Intelligence Toolkit Market research report is 2024-2032.
Who are the key players in the Artificial Intelligence Toolkit Market?
IBM (USA), Microsoft (USA), Google (USA), Oracle (USA), Salesforce (USA), Intel (USA), Adobe (USA), Meta Platforms (USA), AWS (USA), NVIDIA Corporation (USA),H2O.ai (USA), Alteryx (USA), Altair (USA), DataRobot (USA), Jasper (USA),Rasa (USA), SuperAnnotate (USA), OpenAI (USA), Fiddler AI (USA), Determined AI (USA), Snorkel AI (USA), Union AI (USA), Attri AI (USA),Regie.ai (USA), Levity AI (Germany), KNIME (Switzerland), Thales Group (France), and Other Major Players.
What are the segments of the Artificial Intelligence Toolkit Market?
The Artificial Intelligence Toolkit Market is segmented into Offering, Technology, Vertical, and Region. By Offering, the market is categorized into Software, Hardware, and Services. By Technology, the market is categorized into Machine Learning, Computer Vision, Robotic Process Automation, and Natural Language Processing. By Vertical, the market is categorized into Banking, Financial Services, & Insurance (BFSI), Retail & eCommerce, Healthcare & Life Sciences, Manufacturing, Telecom, and Others. By region, it is analyzed across North America (U.S.; Canada; Mexico), Eastern Europe (Bulgaria; The Czech Republic; Hungary; Poland; Romania; Rest of Eastern Europe), Western Europe (Germany; UK; France; Netherlands; Italy; Russia; Spain; Rest of Western Europe), Asia-Pacific (China; India; Japan; Southeast Asia, etc.), South America (Brazil; Argentina, etc.), Middle East & Africa (Saudi Arabia; South Africa, etc.).
What is the Artificial Intelligence Toolkit Market?
An artificial intelligence (AI) toolkit refers to a collection of software tools, libraries, frameworks, and resources designed to facilitate the development, testing, and deployment of artificial intelligence systems and applications. These tools support various AI tasks such as machine learning, natural language processing, computer vision, and robotics.
How big is the Artificial Intelligence Toolkit Market?
Artificial Intelligence Toolkit Market Size Was Valued at USD 22.07 Billion in 2023 and is Projected to Reach USD 153.97 Billion by 2032, Growing at a CAGR of 24.09% From 2024-2032
