Computational Creativity

Global Computational Creativity Market to Reach US$4.9 Billion by 2030

The global market for Computational Creativity estimated at US$1.1 Billion in the year 2023, is expected to reach US$4.9 Billion by 2030, growing at a CAGR of 24.1% over the analysis period 2023-2030. Solutions Component, one of the segments analyzed in the report, is expected to record a 23.5% CAGR and reach US$3.0 Billion by the end of the analysis period. Growth in the Services Component segment is estimated at 25.3% CAGR over the analysis period.

The U.S. Market is Estimated at US$307.4 Million While China is Forecast to Grow at 23.4% CAGR

The Computational Creativity market in the U.S. is estimated at US$307.4 Million in the year 2023. China, the world`s second largest economy, is forecast to reach a projected market size of US$741.5 Million by the year 2030 trailing a CAGR of 23.4% over the analysis period 2023-2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at a CAGR of 21.3% and 20.4% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 16.7% CAGR.

Global Computational Creativity Market - Key Trends & Drivers Summarized

What Is Computational Creativity, and How Is It Transforming Creative Industries?

Computational creativity is an interdisciplinary field that uses artificial intelligence (AI) and machine learning to simulate and enhance human creativity in areas such as art, music, writing, and design. By leveraging algorithms, generative models, and neural networks, computational creativity applications can generate new content, suggest creative ideas, and assist artists, musicians, and writers in their work. This technology is increasingly utilized in sectors like advertising, entertainment, gaming, and digital media, where the demand for high-quality, original content is continuously growing. Computational creativity not only supports human creativity by offering fresh perspectives and ideas but also streamlines the creative process, making it faster and more efficient. The transformative power of computational creativity lies in its ability to automate complex, creative tasks that were traditionally exclusive to humans. With AI-driven creative tools, businesses and creators can generate an unlimited number of ideas, drafts, or designs, which can be used to explore concepts, produce variations, or create personalized content at scale. For example, in advertising, computational creativity enables the rapid generation of marketing copy, images, and videos tailored to different audience segments. In the gaming industry, it can create unique game levels, characters, and storylines, enhancing player engagement and variety. As industries face growing content demands and increasingly competitive markets, computational creativity offers a valuable toolset that enhances productivity and expands creative possibilities.

How Are Technological Advancements Shaping the Computational Creativity Market?

Technological advancements in machine learning, neural networks, and natural language processing (NLP) are driving the growth and capabilities of computational creativity. Generative adversarial networks (GANs), for instance, have revolutionized content creation by generating realistic images, videos, and sounds, enabling AI to mimic and create human-like artistry. GANs are used in fields like digital art, animation, and game design, where they can produce high-quality visuals and audio at a fraction of the time and cost. Advances in NLP and transformers, such as OpenAI’s GPT and BERT models, enable computational creativity applications to understand context and generate coherent, stylistic text, making them valuable for writing, storytelling, and language-based tasks.

Another breakthrough is in reinforcement learning, which has enhanced AI’s ability to develop complex, interactive environments and games that adapt to user input, creating unique experiences each time. This technology is particularly beneficial for gaming and virtual environments, where user engagement and immersion are priorities. Additionally, the integration of computational creativity with AR/VR and 3D modeling software has enabled the creation of immersive, interactive experiences in entertainment and e-learning. These technological innovations not only expand the potential of computational creativity but also make it more accessible, allowing artists, marketers, and developers to harness AI’s capabilities to produce and iterate creative content more efficiently.

What Are the Key Applications of Computational Creativity Across Industries?

Computational creativity has a broad range of applications, each supporting different aspects of creative industries. In digital marketing and advertising, computational creativity is used to generate ad copy, graphics, and personalized content that resonates with target audiences, allowing brands to produce engaging, tailored campaigns more quickly and at scale. In music, AI-driven systems can compose, arrange, and remix music, assisting musicians in exploring new genres, harmonies, and rhythms. In the gaming industry, computational creativity is used to design characters, generate storylines, and build dynamic game levels that adapt to player actions, providing unique and interactive experiences.

The film and entertainment industry also benefits from computational creativity in visual effects, script generation, and content creation for immersive experiences like virtual reality (VR) and augmented reality (AR). AI can create realistic animations and generate plot ideas, reducing production time and cost while enhancing creative possibilities. Computational creativity is also used in e-learning, where AI generates interactive content, quizzes, and simulations tailored to different learning styles, improving engagement and retention. These varied applications demonstrate the versatility of computational creativity, which enhances productivity and innovation in industries where content quality and novelty are essential to audience satisfaction and engagement.

What Factors Are Driving Growth in the Computational Creativity Market?

The growth in the computational creativity market is driven by several factors, including the increasing demand for content, advancements in AI technology, and the need for efficient creative processes. As digital consumption rises, industries such as entertainment, advertising, and gaming face intense pressure to deliver diverse, high-quality content consistently. Computational creativity allows these industries to meet this demand by generating novel ideas, designs, and content quickly, making it possible to produce and iterate creative work at a scale that would be challenging for humans alone. Technological advancements in deep learning, NLP, and computer vision have further expanded the capabilities of computational creativity, making AI-generated content more realistic, coherent, and adaptable to specific creative needs. Additionally, the growing acceptance of AI as a co-creative tool among artists and creators has driven adoption, as these tools are increasingly seen as partners that enhance human creativity rather than replace it. The potential for cost savings and faster production timelines in content-heavy sectors has also fueled demand, as computational creativity reduces the resources needed to produce high-quality work. As industries continue to embrace digital transformation, the demand for computational creativity tools that boost productivity, creativity, and content variety is expected to grow, supporting its role as a powerful, innovative force across creative fields.

Select Competitors (Total 34 Featured) -
  • Adobe
  • Aiva
  • Amper Music
  • Autodesk
  • Automated Creative
  • AWS
  • B12
  • Canva
  • Cyanapse
  • Firedrop
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I. METHODOLOGY
II. EXECUTIVE SUMMARY
1. MARKET OVERVIEW
Influencer Market Insights
World Market Trajectories
Global Economic Update
Computational Creativity – Global Key Competitors Percentage Market Share in 2024 (E)
Competitive Market Presence - Strong/Active/Niche/Trivial for Players Worldwide in 2024 (E)
2. FOCUS ON SELECT PLAYERS
3. MARKET TRENDS & DRIVERS
Growing Demand for Personalized Content Creation Drives Market for AI-Powered Computational Creativity Tools in Media and Advertising
Advancements in Machine Learning and Deep Learning Propel Growth of Computational Creativity in Image and Video Generation
Increasing Use of Computational Creativity in Game Design Supports Demand for AI Tools That Enhance Gameplay and Story Development
Expansion of Virtual and Augmented Reality Drives Demand for Computational Creativity in Generating Immersive Content
Rising Focus on Automation in Content Creation Expands Market for Computational Creativity in Social Media and Digital Marketing
Growth of AI-Assisted Design Tools Supports Market for Computational Creativity in Graphic and Web Design Applications
Increasing Applications of AI in Music Composition and Audio Generation Propel Demand for Computational Creativity in Entertainment
Growing Use of Generative Design in Architecture Expands Market for Computational Creativity Tools in Automated 3D Modeling
Expansion of Computational Creativity in Education Supports Demand for AI Tools That Aid Creative Learning and Skill Development
Rising Popularity of NFT and Digital Art Markets Drives Demand for AI-Powered Creativity Tools in Digital Art Creation
Technological Advancements in Natural Language Processing Propel Demand for Computational Creativity in Content Writing and Copy Generation
Increasing Focus on Real-Time Content Customization Supports Market for Computational Creativity in Personalizing User Experiences
Growth in Film and Animation Sectors Expands Market for Computational Creativity Tools That Generate Realistic Visual Effects
Rising Use of AI in Fashion Design Supports Market for Computational Creativity in Virtual Clothing and Customizable Garments
4. GLOBAL MARKET PERSPECTIVE
TABLE 1: World Recent Past, Current & Future Analysis for Computational Creativity by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
TABLE 2: World 7-Year Perspective for Computational Creativity by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets for Years 2024 & 2030
TABLE 3: World Recent Past, Current & Future Analysis for Solutions by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
TABLE 4: World 7-Year Perspective for Solutions by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
TABLE 5: World Recent Past, Current & Future Analysis for Services by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
TABLE 6: World 7-Year Perspective for Services by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
TABLE 7: World Recent Past, Current & Future Analysis for High-End Video Gaming Development by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
TABLE 8: World 7-Year Perspective for High-End Video Gaming Development by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
TABLE 9: World Recent Past, Current & Future Analysis for Other Applications by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
TABLE 10: World 7-Year Perspective for Other Applications by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
TABLE 11: World Recent Past, Current & Future Analysis for Marketing & Web Designing by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
TABLE 12: World 7-Year Perspective for Marketing & Web Designing by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
TABLE 13: World Recent Past, Current & Future Analysis for Product Designing by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
TABLE 14: World 7-Year Perspective for Product Designing by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
TABLE 15: World Recent Past, Current & Future Analysis for Music Composition by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
TABLE 16: World 7-Year Perspective for Music Composition by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
TABLE 17: World Recent Past, Current & Future Analysis for Photography & Videography by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
TABLE 18: World 7-Year Perspective for Photography & Videography by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
TABLE 19: World Recent Past, Current & Future Analysis for Natural Language Processing by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
TABLE 20: World 7-Year Perspective for Natural Language Processing by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
TABLE 21: World Recent Past, Current & Future Analysis for Machine Learning & Deep Learning by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
TABLE 22: World 7-Year Perspective for Machine Learning & Deep Learning by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
TABLE 23: World Recent Past, Current & Future Analysis for Computer Vision by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
TABLE 24: World 7-Year Perspective for Computer Vision by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
TABLE 25: World Computational Creativity Market Analysis of Annual Sales in US$ Thousand for Years 2014 through 2030
III. MARKET ANALYSIS
UNITED STATES
Computational Creativity Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2024 (E)
TABLE 26: USA Recent Past, Current & Future Analysis for Computational Creativity by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 27: USA 7-Year Perspective for Computational Creativity by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2024 & 2030
TABLE 28: USA Recent Past, Current & Future Analysis for Computational Creativity by Application - High-End Video Gaming Development, Other Applications, Marketing & Web Designing, Product Designing, Music Composition and Photography & Videography - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 29: USA 7-Year Perspective for Computational Creativity by Application - Percentage Breakdown of Value Sales for High-End Video Gaming Development, Other Applications, Marketing & Web Designing, Product Designing, Music Composition and Photography & Videography for the Years 2024 & 2030
TABLE 30: USA Recent Past, Current & Future Analysis for Computational Creativity by Technology - Natural Language Processing, Machine Learning & Deep Learning and Computer Vision - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 31: USA 7-Year Perspective for Computational Creativity by Technology - Percentage Breakdown of Value Sales for Natural Language Processing, Machine Learning & Deep Learning and Computer Vision for the Years 2024 & 2030
CANADA
TABLE 32: Canada Recent Past, Current & Future Analysis for Computational Creativity by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 33: Canada 7-Year Perspective for Computational Creativity by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2024 & 2030
TABLE 34: Canada Recent Past, Current & Future Analysis for Computational Creativity by Application - High-End Video Gaming Development, Other Applications, Marketing & Web Designing, Product Designing, Music Composition and Photography & Videography - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 35: Canada 7-Year Perspective for Computational Creativity by Application - Percentage Breakdown of Value Sales for High-End Video Gaming Development, Other Applications, Marketing & Web Designing, Product Designing, Music Composition and Photography & Videography for the Years 2024 & 2030
TABLE 36: Canada Recent Past, Current & Future Analysis for Computational Creativity by Technology - Natural Language Processing, Machine Learning & Deep Learning and Computer Vision - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 37: Canada 7-Year Perspective for Computational Creativity by Technology - Percentage Breakdown of Value Sales for Natural Language Processing, Machine Learning & Deep Learning and Computer Vision for the Years 2024 & 2030
JAPAN
Computational Creativity Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2024 (E)
TABLE 38: Japan Recent Past, Current & Future Analysis for Computational Creativity by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 39: Japan 7-Year Perspective for Computational Creativity by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2024 & 2030
TABLE 40: Japan Recent Past, Current & Future Analysis for Computational Creativity by Application - High-End Video Gaming Development, Other Applications, Marketing & Web Designing, Product Designing, Music Composition and Photography & Videography - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 41: Japan 7-Year Perspective for Computational Creativity by Application - Percentage Breakdown of Value Sales for High-End Video Gaming Development, Other Applications, Marketing & Web Designing, Product Designing, Music Composition and Photography & Videography for the Years 2024 & 2030
TABLE 42: Japan Recent Past, Current & Future Analysis for Computational Creativity by Technology - Natural Language Processing, Machine Learning & Deep Learning and Computer Vision - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 43: Japan 7-Year Perspective for Computational Creativity by Technology - Percentage Breakdown of Value Sales for Natural Language Processing, Machine Learning & Deep Learning and Computer Vision for the Years 2024 & 2030
CHINA
Computational Creativity Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2024 (E)
TABLE 44: China Recent Past, Current & Future Analysis for Computational Creativity by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 45: China 7-Year Perspective for Computational Creativity by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2024 & 2030
TABLE 46: China Recent Past, Current & Future Analysis for Computational Creativity by Application - High-End Video Gaming Development, Other Applications, Marketing & Web Designing, Product Designing, Music Composition and Photography & Videography - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 47: China 7-Year Perspective for Computational Creativity by Application - Percentage Breakdown of Value Sales for High-End Video Gaming Development, Other Applications, Marketing & Web Designing, Product Designing, Music Composition and Photography & Videography for the Years 2024 & 2030
TABLE 48: China Recent Past, Current & Future Analysis for Computational Creativity by Technology - Natural Language Processing, Machine Learning & Deep Learning and Computer Vision - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 49: China 7-Year Perspective for Computational Creativity by Technology - Percentage Breakdown of Value Sales for Natural Language Processing, Machine Learning & Deep Learning and Computer Vision for the Years 2024 & 2030
EUROPE
Computational Creativity Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2024 (E)
TABLE 50: Europe Recent Past, Current & Future Analysis for Computational Creativity by Geographic Region - France, Germany, Italy, UK and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
TABLE 51: Europe 7-Year Perspective for Computational Creativity by Geographic Region - Percentage Breakdown of Value Sales for France, Germany, Italy, UK and Rest of Europe Markets for Years 2024 & 2030
TABLE 52: Europe Recent Past, Current & Future Analysis for Computational Creativity by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 53: Europe 7-Year Perspective for Computational Creativity by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2024 & 2030
TABLE 54: Europe Recent Past, Current & Future Analysis for Computational Creativity by Application - High-End Video Gaming Development, Other Applications, Marketing & Web Designing, Product Designing, Music Composition and Photography & Videography - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 55: Europe 7-Year Perspective for Computational Creativity by Application - Percentage Breakdown of Value Sales for High-End Video Gaming Development, Other Applications, Marketing & Web Designing, Product Designing, Music Composition and Photography & Videography for the Years 2024 & 2030
TABLE 56: Europe Recent Past, Current & Future Analysis for Computational Creativity by Technology - Natural Language Processing, Machine Learning & Deep Learning and Computer Vision - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 57: Europe 7-Year Perspective for Computational Creativity by Technology - Percentage Breakdown of Value Sales for Natural Language Processing, Machine Learning & Deep Learning and Computer Vision for the Years 2024 & 2030
FRANCE
Computational Creativity Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2024 (E)
TABLE 58: France Recent Past, Current & Future Analysis for Computational Creativity by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 59: France 7-Year Perspective for Computational Creativity by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2024 & 2030
TABLE 60: France Recent Past, Current & Future Analysis for Computational Creativity by Application - High-End Video Gaming Development, Other Applications, Marketing & Web Designing, Product Designing, Music Composition and Photography & Videography - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 61: France 7-Year Perspective for Computational Creativity by Application - Percentage Breakdown of Value Sales for High-End Video Gaming Development, Other Applications, Marketing & Web Designing, Product Designing, Music Composition and Photography & Videography for the Years 2024 & 2030
TABLE 62: France Recent Past, Current & Future Analysis for Computational Creativity by Technology - Natural Language Processing, Machine Learning & Deep Learning and Computer Vision - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 63: France 7-Year Perspective for Computational Creativity by Technology - Percentage Breakdown of Value Sales for Natural Language Processing, Machine Learning & Deep Learning and Computer Vision for the Years 2024 & 2030
GERMANY
Computational Creativity Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2024 (E)
TABLE 64: Germany Recent Past, Current & Future Analysis for Computational Creativity by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 65: Germany 7-Year Perspective for Computational Creativity by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2024 & 2030
TABLE 66: Germany Recent Past, Current & Future Analysis for Computational Creativity by Application - High-End Video Gaming Development, Other Applications, Marketing & Web Designing, Product Designing, Music Composition and Photography & Videography - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 67: Germany 7-Year Perspective for Computational Creativity by Application - Percentage Breakdown of Value Sales for High-End Video Gaming Development, Other Applications, Marketing & Web Designing, Product Designing, Music Composition and Photography & Videography for the Years 2024 & 2030
TABLE 68: Germany Recent Past, Current & Future Analysis for Computational Creativity by Technology - Natural Language Processing, Machine Learning & Deep Learning and Computer Vision - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 69: Germany 7-Year Perspective for Computational Creativity by Technology - Percentage Breakdown of Value Sales for Natural Language Processing, Machine Learning & Deep Learning and Computer Vision for the Years 2024 & 2030
ITALY
TABLE 70: Italy Recent Past, Current & Future Analysis for Computational Creativity by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 71: Italy 7-Year Perspective for Computational Creativity by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2024 & 2030
TABLE 72: Italy Recent Past, Current & Future Analysis for Computational Creativity by Application - High-End Video Gaming Development, Other Applications, Marketing & Web Designing, Product Designing, Music Composition and Photography & Videography - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 73: Italy 7-Year Perspective for Computational Creativity by Application - Percentage Breakdown of Value Sales for High-End Video Gaming Development, Other Applications, Marketing & Web Designing, Product Designing, Music Composition and Photography & Videography for the Years 2024 & 2030
TABLE 74: Italy Recent Past, Current & Future Analysis for Computational Creativity by Technology - Natural Language Processing, Machine Learning & Deep Learning and Computer Vision - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 75: Italy 7-Year Perspective for Computational Creativity by Technology - Percentage Breakdown of Value Sales for Natural Language Processing, Machine Learning & Deep Learning and Computer Vision for the Years 2024 & 2030
UNITED KINGDOM
Computational Creativity Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2024 (E)
TABLE 76: UK Recent Past, Current & Future Analysis for Computational Creativity by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 77: UK 7-Year Perspective for Computational Creativity by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2024 & 2030
TABLE 78: UK Recent Past, Current & Future Analysis for Computational Creativity by Application - High-End Video Gaming Development, Other Applications, Marketing & Web Designing, Product Designing, Music Composition and Photography & Videography - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 79: UK 7-Year Perspective for Computational Creativity by Application - Percentage Breakdown of Value Sales for High-End Video Gaming Development, Other Applications, Marketing & Web Designing, Product Designing, Music Composition and Photography & Videography for the Years 2024 & 2030
TABLE 80: UK Recent Past, Current & Future Analysis for Computational Creativity by Technology - Natural Language Processing, Machine Learning & Deep Learning and Computer Vision - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 81: UK 7-Year Perspective for Computational Creativity by Technology - Percentage Breakdown of Value Sales for Natural Language Processing, Machine Learning & Deep Learning and Computer Vision for the Years 2024 & 2030
REST OF EUROPE
TABLE 82: Rest of Europe Recent Past, Current & Future Analysis for Computational Creativity by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 83: Rest of Europe 7-Year Perspective for Computational Creativity by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2024 & 2030
TABLE 84: Rest of Europe Recent Past, Current & Future Analysis for Computational Creativity by Application - High-End Video Gaming Development, Other Applications, Marketing & Web Designing, Product Designing, Music Composition and Photography & Videography - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 85: Rest of Europe 7-Year Perspective for Computational Creativity by Application - Percentage Breakdown of Value Sales for High-End Video Gaming Development, Other Applications, Marketing & Web Designing, Product Designing, Music Composition and Photography & Videography for the Years 2024 & 2030
TABLE 86: Rest of Europe Recent Past, Current & Future Analysis for Computational Creativity by Technology - Natural Language Processing, Machine Learning & Deep Learning and Computer Vision - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 87: Rest of Europe 7-Year Perspective for Computational Creativity by Technology - Percentage Breakdown of Value Sales for Natural Language Processing, Machine Learning & Deep Learning and Computer Vision for the Years 2024 & 2030
ASIA-PACIFIC
Computational Creativity Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2024 (E)
TABLE 88: Asia-Pacific Recent Past, Current & Future Analysis for Computational Creativity by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 89: Asia-Pacific 7-Year Perspective for Computational Creativity by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2024 & 2030
TABLE 90: Asia-Pacific Recent Past, Current & Future Analysis for Computational Creativity by Application - High-End Video Gaming Development, Other Applications, Marketing & Web Designing, Product Designing, Music Composition and Photography & Videography - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 91: Asia-Pacific 7-Year Perspective for Computational Creativity by Application - Percentage Breakdown of Value Sales for High-End Video Gaming Development, Other Applications, Marketing & Web Designing, Product Designing, Music Composition and Photography & Videography for the Years 2024 & 2030
TABLE 92: Asia-Pacific Recent Past, Current & Future Analysis for Computational Creativity by Technology - Natural Language Processing, Machine Learning & Deep Learning and Computer Vision - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 93: Asia-Pacific 7-Year Perspective for Computational Creativity by Technology - Percentage Breakdown of Value Sales for Natural Language Processing, Machine Learning & Deep Learning and Computer Vision for the Years 2024 & 2030
REST OF WORLD
TABLE 94: Rest of World Recent Past, Current & Future Analysis for Computational Creativity by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 95: Rest of World 7-Year Perspective for Computational Creativity by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2024 & 2030
TABLE 96: Rest of World Recent Past, Current & Future Analysis for Computational Creativity by Application - High-End Video Gaming Development, Other Applications, Marketing & Web Designing, Product Designing, Music Composition and Photography & Videography - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 97: Rest of World 7-Year Perspective for Computational Creativity by Application - Percentage Breakdown of Value Sales for High-End Video Gaming Development, Other Applications, Marketing & Web Designing, Product Designing, Music Composition and Photography & Videography for the Years 2024 & 2030
TABLE 98: Rest of World Recent Past, Current & Future Analysis for Computational Creativity by Technology - Natural Language Processing, Machine Learning & Deep Learning and Computer Vision - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 99: Rest of World 7-Year Perspective for Computational Creativity by Technology - Percentage Breakdown of Value Sales for Natural Language Processing, Machine Learning & Deep Learning and Computer Vision for the Years 2024 & 2030
IV. COMPETITION

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