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Use case
Rapid secure AI access
Context

L’Oréal built GenAI as a Service by developing a comprehensive set of declarative generative AI APIs accessible via its internal L’OréalAPI portal, enabling developers to integrate advanced AI features without worrying about LLM connectivity or billing complexities. Using Google Cloud Run for scalable, serverless deployment and integrating LangChain to connect with LLMs like Gemini Pro 1.5, the solution supports prompt completion, chat with memory, and image generation. This implementation streamlines internal workflows across multiple departments while ensuring robust data security and governance.

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Use case
Streamline automation engineering
Context

Siemens AG leveraged Microsoft's Azure OpenAI Service to enhance their Siemens Industrial Copilot, an AI assistant for industrial automation engineering. The Copilot uses generative AI to automate repetitive tasks such as data management, sensor configuration, and reporting, helping engineers focus on complex, value-added work. Over 100 companies are using the Copilot to streamline processes, address labor shortages, and drive innovation. thyssenkrupp Automation Engineering plans to roll out the Copilot globally starting in 2025.

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Use case
Richer insights from meetings
Context

Zoom collaborates with Perplexity to enhance its AI Companion by integrating multiple AI models, including Anthropic, OpenAI, and Meta, to provide richer insights during Zoom calls. The AI Companion 2.0 understands user workflows and tracking tasks, in addition to meeting summaries.

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Use case
Easier search and writing experience
Context

Notion uses Claude to improve its product, offering AI features like Q&A, autofill, and writing assistance. These features help businesses like Osaka Gas reduce search time by 35% and save Remote.com 10 minutes per search across 300 queries daily. Notion’s use of Claude even eliminates the need for additional AI tools for some companies like dbt Labs, who estimate they save over $35k annually.

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Use case
Scaling personalized customer service
Context

Decagon uses Anthropic's Claude to create AI agents that deliver hyper-personalized, 24/7 customer service by integrating with existing ticketing systems and customer databases, allowing enterprises to provide white-glove support at scale, handling inquiries from simple to complex processes that previously required human agents.

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Use case
Understanding complex codebases
Context

CodeGPT, a popular coding assistant with over 1.4 million downloads, integrates Meta's Llama models to enhance developer productivity. By using Llama 3.2 (90B), CodeGPT helps developers not just generate code but also answer questions about their codebase, debug code, and onboard new team members. It includes a codebase graph mechanism that lets Llama understand entire repositories, allowing developers to effectively "talk" with their code. This integration leads to at least a 30% increase in productivity and accelerates onboarding from months to days.

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Use case
Reducing teacher workload
Context

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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Use case
Streamline workflows and enhance creativity
Context

Incubeta implemented Gemini for Google Workspace, using AI-powered tools like Help Me Write and Gemini Search to reduce time spent on tasks like client prep, email and document creation, and market research, allowing employees to focus on higher-value activities.

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Use case
Personalized travel experiences
Context

Sabre migrated its 17 on-premises data centers to Google Cloud, moving over 40,000 servers, 400,000 CPUs, and 50 petabytes of storage to harness advanced machine learning for travel intelligence. Working with Google, it infused AI into its existing products and launched new offerings under Sabre Travel AI—including Upgrade IQ, SabreMosaic, and SynXis Concierge.AI—to predict disruptions and tailor travel offers. This transformation streamlined revenue management, booking workflows, and customer support across airlines, hotels, and travel agencies.

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Use case
Modern workplace transformation
Context

LGT, a leading international private banking and asset management group, adopted Microsoft Copilot with Microsoft 365 to modernize their digital workplace and create a flexible, secure work environment for global teams. Copilot assists with summarizing meetings, producing minutes, supporting data analytics, and helping with text production. In legal and compliance, Copilot reduced contract review time from four hours to 30 minutes.

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Use case
Accurate merchant matching
Context

Snowdrop revamped its merchant reconciliation process by migrating its MRS API to Google Cloud to drive global scalability and cost efficiency. They integrated BigQuery with Vertex AI to automate manual background research for enriching transactional data, using hyper-localized merchant information from the Places API to verify and match transactions. Cloud Service Mesh and Google Kubernetes Engine streamlined deployment across regions, transforming onboarding and data processing workflows.

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2
Use case
Faster claims processing
Context

Five Sigma developed Clive, the insurance industry’s first AI claims adjuster that integrates with legacy claims systems to automate claim intake, analysis, and processing. It leverages Google Cloud’s Vertex AI with Gemini models to analyze both structured and unstructured data and employs LangChain for its conversational interface along with LangSmith for automated testing and continuous improvement. This implementation transforms claims handling workflows, enabling adjusters to make faster, more accurate settlement decisions.

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4
Use case
Enabling live voice interactions
Context

Chatbase integrates OpenAI's realtime API to enable live voice conversations in customer chatbots.

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Use case
Scalable content personalization
Context

Connected-Stories built an AI creative assistant leveraging Google Cloud's Gemini to analyze creative briefs and generate sophisticated content strategies. The system integrates Vertex AI for model processing, Imagen and PaLM 2 for generating visuals and text, ensuring multimedia content meets brand guidelines. It streamlines the creative workflow end-to-end by integrating first-party data and real-time performance tracking, driving personalized content at scale.

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Use case
Simplifying ERP data access
Context

MetaLearner uses Meta's Llama 3.1 to make ERP systems like SAP and Oracle easier to work with.

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Use case
Building custom AI apps in Slack
Context

Slack is using Anthropic's Claude to empower enterprise developers to create custom AI applications within their workspaces.

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1
Use case
Generating personalized travel itineraries
Context

Lonely Planet uses Claude to extract geospatial data from its vast content libraries, enabling the rapid creation of personalized travel itineraries.

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1
Use case
Streamlining legal document processing
Context

LexisNexis uses Claude via Amazon Bedrock for processing detailed legal documents that require high-quality technical analysis and long context windows.

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2
Use case
Simulating investment analyst tasks
Context

Bridgewater Associates developed an Investment Analyst Assistant using Anthropic's Claude on Amazon Bedrock.

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2
Use case
Accelerating software development
Context

Headstart uses Anthropic’s Claude to drastically accelerate enterprise software development, reducing project timelines from months to weeks. Claude writes 90-97% of the code, allowing Headstart to focus on architecture and problem-solving.

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Use case
Automating website section creation
Context

Coframe uses GPT-4o to build an AI growth engineering assistant that autonomously generates new sections of a website based on existing code and images.

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1
Use case
Improving UI element recognition
Context

Automat builds GPT-4o-powered RPA agents to automate processes with improved UI element recognition.

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1
Use case
Make language learning easy and fun
Context

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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Use case
Providing personalized nutrition and fitness advice
Context

Healthify uses OpenAI's Realtime API to power Ria, an AI coach that engages in natural conversations to provide nutrition and fitness advice. The AI can escalate to human dietitians when personalized support is needed.

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Use case
Reliable agent interactions
Context

Apollo is built using a neuro-symbolic architecture that replaces traditional transformer models by merging generative AI with rule-based symbolic reasoning for transparent decision-making. It converts unstructured inputs into a structured interaction state and incorporates continuous human feedback for daily fine-tuning, ensuring precise tool activation and compliance. This innovative implementation streamlines conversational agent workflows and enhances overall reliability.

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Use case
Personalizing advertising at scale
Context

Radisson Hotel Group personalized its advertising at scale in collaboration with Accenture and using Vertex AI and Gemini models, training them on extensive datasets stored in BigQuery.

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3
Use case
Extracting insights from development research
Context

The World Bank is developing a tool to extract key information from research literature on the causal impact of development interventions.

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Use case
Creating realistic text-to-video avatars
Context

Higgsfield.ai built a number of text-to-video apps for consumers, including Diffuse 2.0, which can combine users' photos, videos, and texts through AI models to create more realistic avatars.

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Use case
Transforming customer interactions
Context

2bots offers technology solutions, such as chatbots and virtual agents, built with Google Cloud’s AI solutions; these intelligent chatbots and content generation tools are transforming the way companies interact with their customers.

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Use case
Summarizing race content
Context

Formula E can now summarize a two-hour long race commentary into a 2-minute podcast in any language, incorporating driver data and ongoing seasonal storylines.

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