AI case studies in {industry}






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Glean leverages Vertex AI and BigQuery to provide powerful, unified enterprise search across all workplace applications, websites, and data sources. This comprehensive solution helps employees quickly find exactly what they need and discover valuable information to perform their best work.
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Box, Typeface, Glean, CitiBank, and Securiti AI discuss developing AI-powered apps across the enterprise, with measurable returns on investment for marketing, financial services, and HR use cases.
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Box, Typeface, Glean, CitiBank, and Securiti AI discuss developing AI-powered apps across the enterprise, with measurable returns on investment for marketing, financial services, and HR use cases.
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Symphony, the communications platform for the financial services industry, uses Vertex AI to help finance and trading teams collaborate across multiple asset classes.
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Adobe leverages Microsoft Azure to streamline the customer experience, using AI and big data capabilities via Azure's OpenAI models. The partnership enables development of industry-specific AI, allowing Adobe to integrate their solutions with Microsoft's cloud services to create personalized customer experiences.
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Superhuman uses OpenAI's API to build AI-driven email features like Write with AI, Rewrite in Your Voice, and Instant Reply. These features help users manage email more efficiently, doubling their email processing speed and saving hours per week. The AI tools improve inbox management by auto-summarizing emails, drafting replies, and allowing speech-to-text composition, resulting in higher engagement and faster workflows.
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ClearPoint integrated Meta's Llama 3 with Google's code scanner lint to perform an automated refactor of over 500 code files in a large Kotlin codebase. With less than 500 lines of automation code, they produced a migration that runs with a single build command without human intervention, saving an estimated 11 engineering weeks and improving efficiency without risking IP or vendor lock-in.
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Tune AI is a fine-tuning and deployment platform assisting large enterprises. For an information services enterprise, Tune AI selected Meta's Llama 3 to index a massive 7B+ page digital library, reducing costs from $18 to $0.60 per document and processing time from 1 hour to 7 minutes, achieving a 99% accuracy rate, significantly enhancing efficiency and cost-effectiveness.
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Adobe is partnering with Microsoft to integrate Adobe Experience Cloud workflows and insights with Microsoft Copilot in Microsoft 365 applications. This planned integration will allow marketers to access relevant marketing insights and workflows from Adobe Experience Cloud and Microsoft Dynamics 365 directly within Outlook, Teams, and Word, leveraging generative AI capabilities to create content, manage approvals, and deliver experiences more efficiently.
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Salesforce integrates OpenAI's LLMs into its Einstein 1 Platform, enhancing applications like Sales Cloud, Service Cloud, and Commerce Cloud with generative AI capabilities. This allows employees to automate tasks such as account summaries, chat replies, and case summaries, while maintaining high security standards with the Einstein Trust Layer for data privacy.
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GitLab integrates Claude for Work across departments to boost productivity, improve collaboration, and automate processes. The AI assists with RFP responses, content creation, data analysis, and internal tool development, resulting in 25-50% productivity gains. Claude's large context window and secure features enhance workflows while maintaining data privacy.
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Cognizant uses Microsoft Azure Machine Learning to enhance its performance management system GoPerform by integrating AI to improve manager feedback, ensuring employees receive meaningful, actionable feedback.
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Wix uses OpenAI's GPT to power its AI Text Creator, allowing users to generate high-quality website content quickly and efficiently. This tool drastically reduces content creation time from hours to minutes, improving user engagement and conversion rates to premium subscriptions.
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JetBrains integrates OpenAI's API into its AI Assistant product, enhancing developer productivity by providing intelligent code suggestions, writing tests, generating documentation, and refactoring code. This AI Assistant has become JetBrains' fastest-growing product, with 77% of developers reporting increased productivity and 55% finding more time for engaging tasks.
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Retool uses GPT-4 to help businesses quickly build AI-powered applications for various business processes, such as inventory management, customer support, and custom product experiences. The platform provides pre-built AI actions like generating text and chatbots, making it easier for companies to integrate AI with secure data access and promote efficiency.
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GitLab uses Claude to power AI-driven features across their DevSecOps platform. These include generative code generation, chat, and summarization tools. By integrating Claude, GitLab accelerates development while maintaining security and stability, ensuring privacy-first AI solutions across the software lifecycle.
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Asana uses Claude 2.1's 200K token context window to power Asana Intelligence, enabling faster status updates and better insights for their customers, driving clarity and impact at scale. This helps organizations process large volumes of data with precision and transparency.
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SAP is evaluating Anthropic's Claude 2.1 with a 200K token context window for tasks like document processing, sophisticated dialogue, creative content generation, and complex reasoning. These efforts aim to simplify day-to-day work for employees and enhance both internal operations and customer solutions.
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Lindy, a no-code platform for creating AI employees, selected Mistral as its first open-source model. This allows users to create specialized AI agents for tasks like executive assistance, customer support, and recruitment. According to CEO Flo Crivello, Mistral costs about 80% less than GPT-3.5, offering significant cost and speed advantages.
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