University of Kwazulu-Natal

Use Case Library Real World Ai Applications From Patents

Bonisiwe Shabane
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use case library real world ai applications from patents

Real-world AI applications discovered through patent research. Explore how computer vision, depth estimation, object detection, and other algorithms solve specific industry challenges in mining, healthcare, manufacturing, and beyond. Understand and analyze images and video across industries. Calculate distance and depth information from 2D images. Divide images into meaningful regions for detailed analysis. Identify and locate specific objects within images.

The AI Use Cases Library is an open, curated collection of real-world AI implementation case studies. It contains thousands of examples of how AI is applied across industries, enriched with consistent taxonomy, tools, and outcomes. 👉 In addition to the main dataset, feel free to browse the in-review and excluded datasets. They provide useful context on cases that are being validated or did not meet inclusion criteria, and help illustrate the curation process behind the library. ⚠️ Disclaimer: The in-review and excluded datasets are not production quality. They contain incomplete information, missing enrichment, or non-AI cases.

You can view them for background reference only. Note on Vendor Presence Vendor comparisons in this repository are based on the share of documented case studies in our dataset (2,260 cases). These numbers show relative presence in documented cases, not actual global adoption. Vendors with larger publication pipelines may appear overrepresented. During my ~2 decades of experience of implementing advanced analytics & AI solutions at enterprises, I have seen the importance of use case selection. I analyzed 100+ AI use cases, their real-life examples and categorized them by business function and industry.

Follow the links below based on your area of focus: For all business AI applications and their real-life examples/ case studies, you can filter: Generative AI involves AI models generating output for tasks where there isn’t a single correct answer (e.g., creative writing). Since the launch of ChatGPT, its popularity has exploded. Use cases include content creation for marketing, software code generation, user interface design, and many others. Here are the most common artificial intelligence applications covering marketing, sales, customer services, security, data, technology, and other processes.

Data loss prevention (DLP) software leverage AI technologies to achieve In 2025, artificial intelligence (AI) is no longer a futuristic concept; it’s an indispensable part of how industries operate and innovate. From diagnosing diseases to optimizing supply chains, AI is transforming every sector by improving decision-making, efficiency, and customer experience. In this blog, we’ll explore more than 25 industry-proven AI use cases and real-world AI applications across major industries, based on current market insights, enterprise adoption trends, and practical results. Whether you’re looking into enterprise AI use cases, AI in the metaverse, or generative AI use cases in retail industry, this guide is built to show how transformative the technology is for healthcare, finance,... <img decoding="async" class="aligncenter size-full wp-image-92910" src="https://theintellify.com/wp-content/uploads/2025/07/02_AI-is-everywhere.webp" alt="AI is everywhere" width="1920" height="1058" srcset="https://theintellify.com/wp-content/uploads/2025/07/02_AI-is-everywhere.webp 1920w, https://theintellify.com/wp-content/uploads/2025/07/02_AI-is-everywhere-300x165.webp 300w, https://theintellify.com/wp-content/uploads/2025/07/02_AI-is-everywhere-1024x564.webp 1024w, https://theintellify.com/wp-content/uploads/2025/07/02_AI-is-everywhere-768x423.webp 768w, https://theintellify.com/wp-content/uploads/2025/07/02_AI-is-everywhere-1536x846.webp 1536w, https://theintellify.com/wp-content/uploads/2025/07/02_AI-is-everywhere-150x83.webp 150w" sizes="(max-width: 1920px) 100vw, 1920px">

The global AI market is expected to reach $407 billion by 2027, with nearly every enterprise exploring its potential. But what’s driving this adoption? Let’s now explore how AI is creating real value across the world’s major industries. <img decoding="async" class="aligncenter size-full wp-image-92911" src="https://theintellify.com/wp-content/uploads/2025/07/03_AI-use-cases-across-industries.webp" alt="AI use cases across industries" width="1920" height="1591" srcset="https://theintellify.com/wp-content/uploads/2025/07/03_AI-use-cases-across-industries.webp 1920w, https://theintellify.com/wp-content/uploads/2025/07/03_AI-use-cases-across-industries-300x249.webp 300w, https://theintellify.com/wp-content/uploads/2025/07/03_AI-use-cases-across-industries-1024x849.webp 1024w, https://theintellify.com/wp-content/uploads/2025/07/03_AI-use-cases-across-industries-768x636.webp 768w, https://theintellify.com/wp-content/uploads/2025/07/03_AI-use-cases-across-industries-1536x1273.webp 1536w, https://theintellify.com/wp-content/uploads/2025/07/03_AI-use-cases-across-industries-150x124.webp 150w" sizes="(max-width: 1920px) 100vw, 1920px"> Discover the potential of AI in healthcare, retail, finance, manufacturing, and education. This AI Use Case Library provides real-world examples and insights...

Artificial Intelligence (AI) has revolutionized countless industries, from healthcare and finance to retail and manufacturing. It has the potential to transform how businesses operate, making processes more efficient, improving decision-making, and enhancing customer experiences. However, harnessing the full potential of AI requires organizations to have access to a comprehensive AI use case library. In this blog post, we will delve into the world of AI use case libraries, exploring their definition, purpose, and the benefits they bring to various industries. We will uncover the process of creating an AI use case library, from identifying and categorizing different types of AI use cases to organizing and structuring the library for easy accessibility. Imagine having a vast collection of real-world AI use cases at your fingertips, ready to inspire and guide you in implementing AI solutions tailored to your specific industry and business needs.

An AI use case library serves as a goldmine of knowledge, offering insights into successful AI applications and paving the way for innovation. With an AI use case library, organizations can accelerate their AI adoption by learning from the experiences of others. It eliminates the need to reinvent the wheel, allowing businesses to leverage proven AI strategies and avoid common pitfalls. By providing a repository of best practices and lessons learned, an AI use case library becomes an invaluable resource for both AI practitioners and decision-makers.

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