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Coursera
coursera.org › coursera articles › data › ai and machine learning › 20 examples of generative ai applications across industries
20 Examples of Generative AI Applications Across Industries | Coursera
June 3, 2025 - Explore 20 generative AI applications across six industries, including health care, advertising and marketing, manufacturing, software development, financial services, and entertainment.
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GeeksforGeeks
geeksforgeeks.org › artificial intelligence › generative-ai-applications
Generative AI Applications - GeeksforGeeks
July 23, 2025 - Games can use generative AI to create adaptive stories or environments that change and evolve based on the interaction of the player, offering them a unique experience each. Pokémon Go: This is a highly addictive mobile game where people take pictures of virtual Pokémon's in real-world locations and prompt them to be more physical and explore their surroundings. Duolingo : It is a language-learning application that integrates game elements into the experience, including badges, levels, and leader boards, to encourage people as well as make learning experience more enjoyable.
Discussions

100 Practical Applications and Use Cases of Generative AI - Random source I know (United Arab Emirates Minister of AI), but it has a ton of great examples and things to try!

Hey u/Xiang_Ganger, please respond to this comment with the prompt you used to generate the output in this post. Thanks!

Ignore this comment if your post doesn't have a prompt.

We have a public discord server. There's a free Chatgpt bot, Open Assistant bot (Open-source model), AI image generator bot, Perplexity AI bot, 🤖 GPT-4 bot (Now with Visual capabilities (cloud vision)!) and channel for latest prompts.So why not join us?

PSA: For any Chatgpt-related issues email [email protected]

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🌐 r/ChatGPT
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February 12, 2022
How these 5 major industries use generative AI applications

Great content! there's also a lot of application for education too. I have few article about that in company blog

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🌐 r/generativeAI
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September 25, 2022
what are some open source generative ai apps?
For text-to-image: https://huggingface.co/models?pipeline_tag=text-to-image A list of text-to-image models scored: https://crfm.stanford.edu/helm/heim/latest/ For code: https://www.turingpost.com/p/10-code-assistants More on reddit.com
🌐 r/artificial
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April 11, 2024
Use cases of Generative AI

Im currently looking into using GANs to rebalance datasets. In short, I train GANs to generate minority class samples and use these samples as additional training data. Some studies show that this "GAN-based oversampling" can sometimes lead to better classificers. (Improving over other oversamling techniques like SMOTE).

I work on/ with a very specific data type, to my knowledge no generative AI has been used with this data so far. However, I have read some studies on e.g. anomaly detection in medical scans using GANs as well.

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🌐 r/datascience
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September 10, 2022
People also ask

What are the limitations of generative AI in business use?
Current generative AI models may sometimes lack understanding of inputs because the data they were trained on wasn’t sufficiently up-to-date. They also tend to overgeneralize and have limited control over their outputs. Additionally, their complex nature can make it difficult for humans to interpret the results, making generative AI models particularly challenging for critical applications, such as in the healthcare or legal domains. Generative AI’s computational demands, legal and ethical concerns, environmental footprint, security risks, and scalability complexities also pose challenges.
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yalantis.com
yalantis.com › home › blog › business use cases of generative ai with real-life examples
Business use cases of generative AI with real-life examples
How accessible is generative AI technology for businesses?
Generative AI technology is becoming more accessible to businesses worldwide due to open-source tools, cloud services such as AWS and Google Cloud, and pre-trained models. However, the degree of accessibility still varies widely, and businesses need to carefully assess their specific needs and resources when considering the adoption of generative AI technology. It’s also important to stay informed about the latest developments and best practices in the field.
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yalantis.com
yalantis.com › home › blog › business use cases of generative ai with real-life examples
Business use cases of generative AI with real-life examples
Is generative AI suitable for small businesses?
It can be, especially if you’re looking to do more with less. Small businesses are already using GenAI to write marketing copy, automate emails, or even generate product visuals without hiring extra people. You don’t need a huge tech team to start experimenting either—many tools today are affordable and user-friendly. Just make sure you’re solving an actual problem, not chasing hype.
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yalantis.com
yalantis.com › home › blog › business use cases of generative ai with real-life examples
Business use cases of generative AI with real-life examples
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IoT Analytics
iot-analytics.com › home › the top 10 enterprise generative ai applications – based on 530 real-world projects
The top 10 enterprise generative AI applications
May 6, 2025 - Example of Evozyne ProT-VAE model ... of projects. Generative AI can help simulate scenarios, analyze data, and predict outcomes, aiding in decision-making processes across various industries....
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Google Cloud
cloud.google.com › use-cases › generative-ai
What is Generative AI? Examples & Use Cases | Google Cloud
Building on this success, GPT-2 and GPT-3 further showcased the immense potential of generative AI, captivating the world with their impressive text generation capabilities. Meanwhile, variational autoencoders (VAEs) and diffusion models made strides in image synthesis, opening up new possibilities for creative applications.
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freeCodeCamp
freecodecamp.org › news › how-to-build-production-grade-generative-ai-applications
How to Build Production-Grade Generative AI Applications
2 weeks ago - Generative AI applications are everywhere today, from chatbots to code assistants to knowledge tools. With so many frameworks and models available, getting started seems pretty easy.
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Ekimetrics
ekimetrics.com › en-us › solutions › technology › genai-applications
Generative Ai Applications - Ekimetrics
Scalable AI Integration: Industrialize AI solutions with the right LLMOps and MLOps frameworks, ensuring scalability and seamless integration within your existing systems, with our proprietary Radians platform. Rapid deployment: Deploy comprehensive GenAI building blocks —including Retrieval-Augmented Generation (RAG), talk-to-data, and content generation modules—within weeks, tailored to your specific business needs and applications.
Find elsewhere
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eWEEK
eweek.com › home › artificial intelligence
10 Top Generative AI Tools: Today’s Creative Powerhouses
January 8, 2025 - Microsoft Copilot is a generative AI tool for boosting productivity and streamlining workflows in business environments. It is especially beneficial for Microsoft applications, such as Word, Excel, PowerPoint, and Teams. This tool can aid you in drafting emails, rewriting documents, summarizing web page content, and generating images.
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IBM
ibm.com › think › topics › generative-ai-use-cases
Generative Use Cases, Examples, & Applications | IBM
November 17, 2025 - On the other hand, Generative AI can stretch the computing budget. 73% of executives agree that gen AI can make their use of computing resources more efficient—and they’re already putting this theory into practice. For example, 67% of organizations are using gen AI to accelerate the development of new and more efficient models, algorithms and applications...
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SAP
sap.com › products › artificial-intelligence › what-is-generative-ai.html
What is Generative AI? | Examples, Use Cases | SAP
Generative AI is a powerful technology that can be used to create realistic images, text, and music. Learn more about its potential applications in business.
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Yalantis
yalantis.com › home › blog › business use cases of generative ai with real-life examples
Business use cases of generative AI with real-life examples
July 16, 2025 - Of course, this list isn’t exhaustive, and there are many more ways to employ generative AI systems. Let’s explore the different generative AI applications in various industries, such as healthcare, FinTech, manufacturing, marketing, and software engineering.
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Webmobtech
webmobtech.com › blog › generative-ai-examples-and-practical-use-cases
Generative AI in Action: Diverse Examples & Practical Use Cases
June 18, 2025 - Generative AI is transforming industries, from automating software to creating personalized experiences. Discover how it can deliver breakthroughs. Contact us for expert AI development services today!Contact Us · Pramesh Jain, CEO, TechnoPreneur, at WebMob Technologies, has an experience of over 14 years. He is the intellectual head of software solutions with expertise in client acquisition, project inception, & strategic application ...
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Zestminds
zestminds.com › blog › generative-ai-applications
Top 10 Generative AI Applications Revolutionizing Industries | Zestminds
May 10, 2025 - Explore 10 real-world use cases of Generative AI transforming healthcare, finance, legal, e-commerce, and more — with tools, examples, and case studies.
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Wikipedia
en.wikipedia.org › wiki › Generative_artificial_intelligence
Generative artificial intelligence - Wikipedia
20 hours ago - In 2017, the Transformer network enabled advancements in generative models compared to older long short-term memory (LSTM) models, leading to the first generative pre-trained transformer (GPT), known as GPT-1, in 2018. In March 2020, the release of 15.ai, a free web application created by an anonymous MIT researcher that could generate convincing character voices using minimal training data, marked one of the earliest popular use cases of generative AI.
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Menlo Ventures
menlovc.com › home › 2025: the state of generative ai in the enterprise
2025: The State of Generative AI in the Enterprise | Menlo Ventures
1 week ago - Growth extends far beyond a handful of AI chat apps, touching every domain in the economy. By our count, there are now at least 10 products generating over $1 billion in ARR and 50 products generating over $100 million in ARR, led by the model APIs powering applications (Anthropic*, OpenAI, Google), but increasingly distributed across departmental solutions in coding, sales, customer support, HR, and verticals from healthcare and legal to the creator economy.
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Obot
obot.ai › resources › learning-center › generative-ai-applications
18 Generative AI Applications and Adoption Best Practices
Obot MCP Gateway is an open source platform for managing MCP servers in the enterprise, while providing secure MCP hosting for users.
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Kyanon Digital
kyanon.digital › home › insights & news › top 10 generative ai applications: big wins await!
Top 10 Generative AI Applications: Big Wins Await!
May 26, 2025 - Ready for big wins? Explore how 10 generative AI applications across industries can power up your business and cash in on profits!
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AIMultiple
research.aimultiple.com › home › aimultiple research › genai applications
Top 123 Generative AI Applications & Real-Life Examples
To achieve realistic outcomes, the discriminators serve as a trainer who accentuates, tones, and/or modulates the voice. The TTS generation has multiple business applications, such as education, marketing, podcasting, and advertising.
Published   November 20, 2025
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Netsmartz
netsmartz.com › home › use cases inner
Top Generative AI Applications & Use Cases
September 29, 2023 - It assumes a crucial role in maintaining test scripts within its capacity as an AI language model. Equipped with the prowess to identify outdated or redundant code portions, it smoothly provides suggestions for improvement. This capability extends to automatically refining scripts when confronted with requirements or shifts in the application's landscape. Capitalizing on the prowess of Generative AI models, a novel avenue emerges the ability to forge lifelike test data by considering input parameters.
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IBM
ibm.com › think › topics › generative-ai
What is Generative AI? | IBM
2 days ago - Truly generative AI models deep learning models that can autonomously create content on demand have evolved over the last dozen years or so. The milestone model architectures during that period include · Variational autoencoders (VAEs), which drove breakthroughs in image recognition, natural language processing and anomaly detection. Generative adversarial networks (GANs) and diffusion models, which improved the accuracy of previous applications and enabled some of the first AI solutions for photo-realistic image generation.
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Great Learning
mygreatlearning.com › blog › ai and machine learning › top 18 generative ai applications across industries
Top Applications of Generative AI Across Industries in 2025
August 19, 2025 - Discover the top 18 generative AI applications transforming industries in 2025. Explore innovative uses in healthcare, finance, entertainment, and more.