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Use case
Advancing biomedical AI models
Context

Saama's AI Research Lab has developed Llama3-OpenBioLLM-70B & 8B, the most openly available medical-domain LLMs to date.

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2
Use case
Faster threat feed creation
Context

NewPush integrated Gemini for Workspace from Google across various teams to standardize and secure email, document, and collaboration workflows using Google Cloud’s hierarchical access controls. They implemented AI-driven automation to analyze numerous cybersecurity feeds and generate a weekly threat newsletter, while also supporting teams in research, code drafting, and creative content. This integration streamlined routine cybersecurity monitoring and allowed experts to dedicate more time to strategic analysis.

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1
Use case
Automating workplace productivity tasks
Context

Zoom uses Meta's Llama in a federated approach to develop AI Companion, a generative AI assistant integrated into Zoom Workplace and Business Services. AI Companion leverages both open-source and closed-source large language models to provide features like meeting summaries, smart recordings, and next steps at no additional cost for eligible paid plans. This implementation helps users avoid repetitive tasks, enhances collaboration and productivity, and maintains data security and privacy by keeping customer data within Zoom’s secured servers. With over 700,000 accounts using AI Companion and growing adoption, Zoom's AI integration significantly improves user experience and operational efficiency.

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1
Use case
Integrated sustainability operations
Context

Bosch Software and Digital Solutions implemented an AI-powered ecosystem by leveraging Google Cloud products to integrate sustainability into business operations. They used Kubernetes to manage the lifecycle and scalability of solutions across multiple regions, BigQuery to build an AI-based cognition engine for real-time insights, and Firebase to alert specific user roles, thereby streamlining operational sustainability.

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3
Use case
Sustainable operations integration
Context

Bosch SDS deployed an AI-powered cognition engine by processing IoT sensor data on Google Cloud, using BigQuery for real-time insights and data analysis. They implemented Kubernetes for scalable lifecycle management across regions and integrated Firebase to provide real-time alerts to specific user roles. This approach digitizes sustainability tracking and optimizes operational decision-making through actionable, energy-efficient dashboards.

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3
Use case
Enhancing presentation quality
Context

Gamma uses Claude 3 Haiku to enhance its AI-powered presentation platform, improving the quality of presentations generated from complex inputs. Claude’s adaptable tone and cost-effectiveness led to a 30% increase in user satisfaction and a 20% rise in free-to-paid conversions.

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Use case
Automating web development tasks
Context

Lazy AI uses Claude to lower the barrier to web development by automating complex tasks such as cloud deployment and code generation. Users can build full-stack web apps through conversational prompts, making software development accessible to those with limited coding experience. The platform has achieved a 51% reduction in code requiring multiple fixes, 73% success rate for first-attempt feature implementation, and 64% accuracy in generating syntactically correct JavaScript.

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1
Use case
Analyzing reviews at scale
Context

BestViewReviews has upgraded to Meta Llama 3 8B from Llama 2 7B, using GenAI and LLMs to analyze millions of customer reviews and expert blogs. This provides unbiased and independent product advice, empowering customers to make better-informed buying decisions.

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1
Use case
Streamlining feedback processing
Context

Sourcegraph uses Claude to streamline the processing of community feedback. Claude generates structured reports, condenses data, and simplifies competitor sentiment analysis, helping the product team quickly act on insights and improve responsiveness.

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1
Use case
Automating data labeling
Context

Roche, one of the world's largest biotech companies, uses AI Classification in Google Drive to automate the labeling and classification of millions of files. By implementing AI-powered data labeling, Roche enhances data security, standardizes the labeling process, reduces manual workload, and empowers security teams to implement more effective controls.

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Use case
Real-time inventory protection
Context

Using Google Cloud, Zebra integrated Vertex AI-enabled services to stream real-time data from self-checkout stations and mobile devices, enabling on-device AI insights into inventory management and shelf availability. This implementation automates notifications and task assignments for front-line employees, transforming traditional hardware-centric processes into agile, real-time retail operations that drive loss prevention and improved customer service.

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1
Use case
Enhancing coding productivity
Context

Sourcegraph uses Anthropic's Claude 3 Sonnet as the default model in its AI coding assistant, Cody, which helps developers write and understand code faster. The AI provides context-aware chat and tools like inline code completions, significantly speeding up coding processes. Cody uses different models (Sonnet, Opus, Haiku) optimized for speed, intelligence, and long-context recall, increasing the quality and accuracy of code suggestions. Cody Pro and Enterprise users benefit from even more advanced features powered by these models.

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3
Use case
Unlocking data insights
Context

BigDataCorp, a data analytics and consulting firm from Brazil, uses Mistral AI models hosted on AWS Bedrock to enable client businesses to dive deeper into their data using natural language.

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1
Use case
Enhancing AI storytelling
Context

Latitude, the developer of AI Dungeon, migrated to OctoAI's optimized Llama 3.1 models (8B and 70B), achieving improved output quality, increased efficiency, and lower costs.

Models/tools
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1
Use case
Empowering visually impaired individuals
Context

Envision, an assistive technology company, leverages Meta's Llama 3.1 to empower individuals who are blind or have low vision. By integrating Llama's language processing and computer vision, Envision's products, including a mobile app and a prototype on Meta’s Project Aria glasses, articulate visual information into speech. This enables users to access everyday information independently, enhancing their autonomy and quality of life.

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1
Use case
Streamlining fellowship candidate evaluation
Context

Brian Impact Foundation uses Anthropic's Claude in their Benevolence Enhancing Expert System (BEES) to review 100x more candidates for their social innovation fellowships. The AI processes large volumes of unstructured data, summarizing and organizing potential candidate information, allowing the small team to expand their reach, enhance equity in their application process, and allocate resources more efficiently.

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1
Use case
Faster review insights
Context

HomeToGo partnered with Google Cloud to deploy Gemini models via Vertex AI to power its Smart AI Reviews that automatically summarize and translate thousands of guest reviews into clear, concise insights. They integrated this generative AI solution into their booking platform, streamlining the review analysis process to accelerate customer decision-making while upholding robust data security protocols.

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2
Use case
Enhancing remote workforce productivity
Context

FinQuery, a fintech platform that helps organizations manage financial accounting and spending, uses Gemini for Google Workspace to enhance productivity and collaboration across its remote workforce. Employees use generative AI features to brainstorm ideas, draft emails and documents faster, assist in coding tasks, and solve complex business problems, allowing teams to work more efficiently and focus on higher-value activities.

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1
Use case
Automating sales outreach
Context

Clay has used both OpenAI and Anthropic’s models to power its AI sales tool, which automates outreach by identifying leads, enriching data, and generating personalized email messaging. This saves lots of hours of manual data work and improves the quality of outreach, increasing customer engagement and revenue while reducing costs.

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Use case
Reducing API call costs
Context

BlueOcean, a brand intelligence platform, used Anthropic's Claude 3 models (Haiku and Opus) via Amazon Bedrock to consolidate four separate API calls into a single, more efficient one, resulting in over 50% cost reduction.

Models/tools
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2
Use case
Automating customer support
Context

MavenAGI uses GPT-4 to power automated customer support agents. It integrates with CRMs like Salesforce and Zendesk to personalize responses, evaluate answers, and resolve 93% of customer queries autonomously. This results in a 60% reduction in resolution time and reduces the cost per ticket from $40 to $8, enhancing both customer and employee experience.

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1
Use case
Simplifying design workflows
Context

Canva uses OpenAI's GPT-4 to power its Magic Studio, integrating multiple AI tools like Magic Write, Magic Design, and Magic Switch. These tools allow users to generate content across text, images, and video, supporting multimodal workflows while maintaining simplicity. The suite enhances design processes for non-professionals by enabling content generation, format conversion, translation, and more, all through intuitive AI-driven prompts.

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1
Use case
Deploying proprietary LLMs effectively
Context

Lamini, an all-in-one LLM platform for enterprises to build open LLMs on proprietary data, uses Mistral-7B as one of the most popular open base models. Lamini enables Fortune 1000 customers across various industries to tune and deploy models in production efficiently, even on AMD GPUs with performance parity to NVIDIA GPUs. Mistral-7B's ease of use and high-quality results help customers move from proof-of-concept to production, deploying proprietary LLMs effectively.

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Use case
Creating customizable AI assistants
Context

HuggingFace introduced HuggingChat and HuggingChat Assistants, platforms that allow users to try out different open-source models and create customized assistants with unique personalities. By default, both platforms are powered by Mistral 8x7B, providing users with powerful, high-quality experiences and contextually relevant responses. Mistral 8x7B is currently the most popular model used on HuggingChat, enhancing user engagement.

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1
Use case
Optimizing AI application deployment
Context

Cloudflare, a leading content delivery network provider, serves Mistral 7B through their Workers AI platform, allowing users to run AI models on Cloudflare's global network. Mistral offers low latency, high throughput, and impressive performance, generating tokens up to 4x faster than Llama due to Grouped-Query attention. This enhances Cloudflare's AI offerings, enabling developers to build and deploy AI applications more efficiently.

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1
Use case
Automating routine project tasks
Context

Accenture uses Copilot Studio to create custom AI copilots that help employees automate routine tasks like checking project status. These AI-powered solutions make complex conversations easier by using relevant information, helping teams work more efficiently.

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1
Use case
Automating client service tasks
Context

JourneyTEAM uses Copilot Studio's conversational and automation features to help clients replace repetitive tasks, allowing them to focus more on client engagement. This transformation enhances productivity and supports their mission of creating a positive, lasting impact.

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1
Use case
Accelerating AI adoption consulting
Context

Fusion5 uses Copilot Studio to offer consulting services that provide rapid Proof of Value for customers in generative AI. They tailor AI experiences for users within Microsoft 365, helping businesses establish a roadmap for further services and innovation.

Models/tools
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1
Use case
Creating lifelike AR pets
Context

Niantic, known for augmented reality games like Pokémon GO, uses Meta's Llama 2 to develop Peridot, a mobile AR game featuring virtual pets called "Dots." By integrating Llama 2, Dots exhibit dynamic and responsive behaviors, making interactions unique and enhancing user engagement. Additionally, Niantic employs computer vision with the Niantic Lightship ARDK to enable Dots to interact with the physical environment, creating a more immersive and lifelike gaming experience. This AI-driven approach accelerates development, reduces manual programming, and delivers personalized interactions, improving player satisfaction and engagement.

Models/tools
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2
Use case
Reducing product listing time
Context

Amazon uses Anthropic's Claude with Amazon Bedrock to detect exaggerated claims in AWS Marketplace product listings, and is extending the AI to help partners improve listings through self-service. Additionally, auto-validations using Claude for product publishing have reduced publishing times from weeks to under an hour.

Models/tools
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1

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