AI case studies in {industry}





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Pensieve integrated Anthropic's Claude models (Claude 3.5 Sonnet and Claude 3.7 Sonnet) to build AI teaching assistants that automate grading and provide 24/7 personalized tutoring. The system clusters student submissions to calibrate grading rubrics and transforms static PDFs into interactive worksheets while enforcing instructor-controlled policies. This integration streamlines course management workflows and enhances real‐time classroom analytics.
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Super Teacher integrated Anthropic's Claude to generate initial code for interactive educational tools and draft lesson plans for subjects ranging from pre-K to 5th grade. They embedded the AI into both software development and content creation workflows with mandatory human review to ensure safety and quality standards. This integration streamlined operational processes, enabling engineering and content teams to focus on higher-level development and creative enhancements.
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Praxis AI integrated Anthropic's Claude 3.5 Sonnet via Amazon Bedrock to create AI-powered digital twins of professors that serve as virtual teaching assistants. They implemented this by switching from GPT-4 to Claude using an LLM switcher and deploying the solution on a secure, scalable AWS infrastructure that supports multi-agent workflows and real-time conversational features. This approach enhanced round-the-clock personalized student engagement and alleviated faculty workload.
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Section partnered with Anthropic to utilize Claude for comprehensive AI upskilling and strategic workforce transformation. They implemented Claude by uploading board materials to generate strategic feedback and deployed it across marketing, education, and leadership teams to enhance content creation, training frameworks, and decision-making processes. This integration streamlined internal operations and redefined workforce development workflows.
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The school deployed Microsoft Reading Progress and Microsoft Immersive Reader, two AI-powered apps integrated within Microsoft Teams, to support individualized learning. The tools record reading sessions, provide real-time feedback on pronunciation and errors, and translate texts to enable comprehension across multiple languages. This setup streamlines classroom instruction, personalizes student learning, and reduces teacher workload.
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Wited revamped its learning platform by partnering with Google Cloud and Axmos Technologies to migrate from legacy systems to a robust infrastructure using Cloud SQL, Cloud Storage, Compute Engine, and Google Kubernetes Engine, ensuring reliable scalability and stability for high user demand. They then integrated generative AI by deploying Gemini and Vertex AI to power Max AI—a 24/7 virtual assistant that supports students through real-time assistance and educational guidance—thereby streamlining support processes and enabling the team to focus on innovation.

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The University of Sydney uses Claude Opus from Anthropic to analyze vast amounts of acoustic data in real time for whale conservation. By transforming underwater sound recordings into spectrograms and using Claude's advanced visual recognition capabilities, they achieved 89.4% accuracy in detecting minke whales, compared to 76.5% with traditional methods. This real-time analysis replaces manual processes that took weeks, allowing conservation teams to act when and where it matters most.
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Universitas Terbuka implemented an AI tutor by integrating Azure OpenAI Service and Azure AI Foundry within its customized Moodle LMS. The solution involved indexing course materials and grading rubrics using Azure AI Document Intelligence, employing Azure AI Vision for OCR-based assessments, and deploying through a scalable microservices architecture using AKS and Azure App Service. This integration streamlined student assessments and reduced educator workload by automating repetitive queries.
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SEDUC implemented Azure OpenAI Service to automatically analyze millions of student essays for personalized, multidimensional feedback, significantly reducing manual grading efforts. They integrated Microsoft Copilot into their administrative workflows to automate content creation, legal document generation, payroll processing, and student registration while upholding strict data security and responsible AI practices.
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StudyFetch built a comprehensive learning platform powered by Claude, providing personalized learning experiences through their AI tutor Spark.E. The platform analyzes lectures, generates study materials, and offers 24/7 tutoring support in over 20 languages, enabling students to master complex subjects with tailored, interactive assistance.
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Pepperdine University uses Gemini for Google Workspace to enhance accessibility and collaboration across campuses. Faculty leverage generative AI for custom lesson plans and research support, while administrative teams use it for tasks like creating meeting minutes and custom images for presentations. Live captioning and translation features in Google Meet address language barriers, fostering equity and accessibility for students.
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Základní škola Aš Hlávkova, a primary school in Czechia, implemented Microsoft 365 Copilot to help teachers prepare lessons and handle administrative tasks more efficiently. Teachers use Copilot in applications like Word and Forms to create lesson plans, generate quizzes, and translate documents, reducing preparation time from hours to minutes. Copilot also helps in summarizing long administrative documents and improving communication with students and parents through translation features.
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Universidad de los Andes, in collaboration with Instituto Alexander von Humboldt, Instituto Sinchi, IDEAM, and Microsoft AI for Good Lab, created Project Guacamaya, an AI-powered tool using satellite imagery, camera traps, and bioacoustics to detect deforestation and biodiversity shifts, aiding conservation efforts in the Amazon rainforest.
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Understood.org integrated Gemini for Google Workspace across Sheets, Drive, Docs, and Gmail, leveraging the Gemini side panel to provide real‐time AI support for drafting emails and managing documents. This implementation improved internal workflows by enabling neurodivergent employees to work faster and reduce anxiety, thereby saving hours on projects and boosting morale.
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MagicSchool, an AI assistant platform for educators and students, uses Anthropic's Claude to help teachers save time by automating tasks like lesson planning, quizzes, and personalized student feedback. This allows teachers to focus more on student interaction, reducing burnout and improving education quality.
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Speak uses OpenAI's Realtime API to power its role-play feature, allowing users to practice conversations in a new language with AI-powered, speech-to-speech interactions. The app leverages multimodal capabilities to provide more human-like feedback.
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UC Berkeley developed 61A-Bot, an AI chatbot using GPT-4 via Azure OpenAI Service, to assist students in their Intro to Computer Science class. The bot provides personalized hints and feedback to help students solve complex coding challenges independently, integrated within their coding environment.
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Arivihan, an online learning platform in India, uses Meta’s Llama to generate personalized answers, as well as lectures, for students.
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Tecnológico de Monterrey implemented TECgpt, an AI-powered ecosystem built on Azure OpenAI Service and GPT-4o to provide 24/7 academic tutoring and administrative support across its campuses. Professors integrated their educational materials with customizable prompting systems to generate teaching content and automate routine inquiries, streamlining both academic and administrative workflows. The platform enhances personalized learning and immediate access to essential institutional information while maintaining data privacy and content safety.
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CareerVillage is building an app called Coach to empower job seekers, especially underrepresented youth, in their career preparedness; already featuring 35 career development activities, the aim is to have more than 100 by next year.
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Beyond 12 has developed an AI-powered college coach to offer scalable coaching to first-generation students that’s available over text, app, and the web.
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Arco Educação, a Brazilian company focused on educational solutions, uses OpenAI's GPT models to reduce administrative workload for teachers, allowing them to focus more on each student.
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Upeo Labs, a Kenyan AI startup, leverages Meta's Llama 3.1 for Somo-GPT, a teaching assistant that digitizes Kenya’s national curriculum, with conversational assistance across subjects like biology, history, and mental health.
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Lowe's fine-tunes OpenAI's GPT-3.5 to improve the accuracy of product descriptions and tagging on Lowes.com.
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Xavier College implemented Microsoft Dynamics 365 and AI tools like Azure OpenAI and Cognitive Services to consolidate data, streamline processes, and enhance productivity. They migrated all student and staff data onto Microsoft Azure, built user portals with Dynamics 365, and used AI to automate digitizing paper records.
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Georgia Tech partnered with Microsoft using Azure OpenAI Service to analyze global EV charging behavior data in 72 languages, automating the classification and predictive modeling of public charging experiences. They fine-tuned their AI with context prompts and reinforcement learning from human feedback, integrating it into research workflows to support policy development and infrastructure enhancement.
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Milpark Education, a South African higher education provider, implemented Microsoft Dynamics 365 Customer Service and Microsoft's Digital Contact Center, utilizing AI capabilities like Microsoft Copilot to transform its student support services. They integrated communication channels and provided agents with AI-powered tools for better visibility into student queries.
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Auburn University integrated Microsoft Copilot, Microsoft Purview, Microsoft Sentinel, Azure OpenAI Service, and Microsoft 365 Copilot into its academic and administrative workflows to boost AI literacy and secure access. They launched a course on "Teaching with Artificial Intelligence," hosted an AI Day event, and conducted chatbot build-a-bot workshops to enable faculty, staff, and students to use AI tools effectively. These initiatives streamlined curriculum delivery, research, and administrative processes while fostering innovation.
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IU developed Syntea, an AI-powered study buddy using Azure OpenAI Service, providing students with personalized, interactive learning assistance through natural language interactions, available 24/7 in multiple languages, integrated into their learning platforms.
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The University of Sydney developed Cogniti, an AI platform powered by Azure OpenAI Service, allowing professors to create custom AI teaching assistants to enhance learning and teaching practices.
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