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Florida

Government
Data Agents
Quick win
Use case
Improving climate resilience
Context

Broward County, Florida, and Southern California Edison are using geospatial capabilities and AI to improve infrastructure planning and monitoring, generate new insights, and create regional resilience for communities facing climate challenges today and tomorrow.

Models/tools
No items found.
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Woven (Toyota)

Automotive
Data Agents
Quick win
Use case
Advancing autonomous driving with AI
Context

Woven – Toyota's investment in the future of mobility — is partnering with Google to leverage vast amounts of data and AI to enable autonomous driving, supported by thousands of ML workloads on Google Cloud’s AI Hypercomputer. This has resulted in 50% total-cost-of-ownership savings to support automated driving.

Models/tools
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1

Mayo Clinic

Healthcare
Data Agents
Quick win
Use case
Accelerating multilingual clinical data retrieval
Context

Mayo Clinic has given thousands of its scientific researchers access to 50 petabytes worth of clinical data through Vertex AI search, accelerating information retrieval across multiple languages.

Models/tools
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1

MSCI

Finance
Data Agents
Quick win
Use case
Managing climate risks with enriched datasets
Context

MSCI uses machine learning with Vertex AI, BigQuery and Cloud Run to enrich its datasets to help our clients gain insight into around 1 million asset locations to help manage climate-related risks.

Models/tools
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3

Orange

Telecommunications
Data Agents
Quick win
Use case
Improving network performance with localized AI
Context

Orange operates in 26 countries where local data must be kept in each country. They are using AI on Google Distributed Cloud to improve network performance and deliver super-responsive translation capabilities.

Models/tools
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1

Broward County

Government
Data Agents
Quick win
Use case
Enhancing infrastructure planning with geospatial AI
Context

Broward County, Florida, and Southern California Edison are using geospatial capabilities and AI to improve infrastructure planning and monitoring, generate new insights, and create regional resilience for communities facing climate challenges today and tomorrow.

Models/tools
No items found.
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0

Hugging Face

Artificial Intelligence
Data Agents
Quick win
Use case
Building open AI with cutting-edge tools
Context

Hugging Face is collaborating with Google across open science, open source, cloud, and hardware to enable companies to build their own AI with the latest open models from Hugging Face and Google Cloud hardware and software.

Models/tools
No items found.
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Kakao Brain

Artificial Intelligence
Data Agents
Quick win
Use case
Developing Korean-specific AI models
Context

Kakao Brain, part of Korean technology company Kakao Group, has built a large-scale AI language model that is the largest Korean language-specific LLM in the market, with 66 billion parameters. They’ve also developed a text-to-image generator called Karlo.

Models/tools
No items found.
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Southern California Edison

Energy & Sustainability
Data Agents
Quick win
Use case
Improving regional climate resilience
Context

Broward County, Florida, and Southern California Edison are using geospatial capabilities and AI to improve infrastructure planning and monitoring, generate new insights, and create regional resilience for communities facing climate challenges today and tomorrow.

Models/tools
No items found.
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0

Contextual

Artificial Intelligence
Data Agents
Quick win
Use case
Customizing AI grounded in internal data
Context

Contextual is working with Google Cloud to offer enterprises fully customizable, trustworthy, privacy-aware AI grounded in internal knowledge bases.

Models/tools
No items found.
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0

Mercado Libre

Retail & e-commerce
Data Agents
Quick win
Use case
Optimizing logistics capacity planning
Context

Mercado Libre is testing BigQuery and Looker to optimize capacity planning and reservations with delivery carriers and airlines to fulfill shipments faster.

Models/tools
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1

Globo

Media & Entertainment
Data Agents
Quick win
Use case
Preventing live event piracy
Context

Globo, one of Brazil’s largest media networks, is using Service Extensions and Media CDN to fight piracy during live events by blocking pirated streams in real time.

Models/tools
No items found.
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NewsCorp

Media & Entertainment
Data Agents
Quick win
Use case
Searching vast news archives efficiently
Context

NewsCorp is using Vertex AI to help search data across 30,000 sources and 2.5 billion news articles updated daily.

Models/tools
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1

McLaren Racing

Sports
Data Agents
Quick win
Use case
Gaining real-time racing insights
Context

McLaren Racing is using Google AI to get up-to-the-millisecond insights during races and training to gain a competitive edge.

Models/tools
No items found.
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The Asteroid Institute

Non-profit
Data Agents
Quick win
Use case
Discovering hidden asteroids in astronomical data
Context

The Asteroid Institute is using AI to discover hidden asteroids in existing astronomical data. This is a major focus for astronomers researching the evolution of the Solar System, investors and businesses hoping to fly missions to asteroids, and for all of us who want to prevent future large asteroid impacts on Earth.

Models/tools
No items found.
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Workday

Software & IT
Data Agents
Quick win
Use case
Making data insights accessible to all users
Context

Workday is using natural language processing in Vertex Search and Conversation to make data insights more accessible for technical and non-technical users alike.

Models/tools
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1

Generali Italia

Insurance
Data Agents
Quick win
Use case
Streamlining model evaluation and deployment
Context

Generali Italia, Italy's largest insurance provider, used Vertex AI to build a model evaluation pipeline that helps ML teams quickly evaluate performance and deploy models.

Models/tools
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1

AI21 Labs

Artificial Intelligence
Data Agents
Quick win
Use case
Querying data conversationally for fast insights
Context

AI21 Labs offers a BigQuery integration called Contextual Answers that allows users to query data conversationally and get high-quality answers quickly.

Models/tools
No items found.
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UPS

Transportation & Logistics
Data Agents
Quick win
Use case
Tracking distribution networks with digital twins
Context

UPS is building a digital twin of its entire distribution network, so both workers and customers can see where their packages are at any time.

Models/tools
No items found.
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0

Barcelona Supercomputing Center

Healthcare
Data Agents
Quick win
Use case
Advancing open healthcare AI performance
Context

The Barcelona Supercomputing Center has developed Aloe, a family of fine-tuned open healthcare LLMs built on Meta Llama 3. Aloe features advanced training and inference mechanisms, achieving over 10 accuracy points improvement and setting new standards for ethical performance in healthcare AI through policy alignment and Direct Preference Optimization, leading to state-of-the-art results for open healthcare 7B LLMs.

Models/tools
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1

Elyza

Artificial Intelligence
Data Agents
Quick win
Use case
Advancing Japanese language AI
Context

Elyza, a Japanese AI startup, uses Meta Llama 2 to develop a Japanese large language model designed for advanced natural language processing applications, including language translation, chatbots, and text generation, thereby enhancing AI-driven communication and language services in Japan.

Models/tools
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1

Tune AI

Software & IT
Data Agents
Quick win
Use case
Indexing massive digital libraries
Context

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.

Models/tools
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1

Taiwan LLM

Artificial Intelligence
Data Agents
Quick win
Use case
Revolutionizing Traditional Chinese NLP
Context

Taiwan LLM is a pioneering large language model focused on Traditional Chinese used in Taiwan. Built on Meta Llama 2, it incorporates cultural context and advanced pre-training on comprehensive datasets, enabling it to understand linguistic nuances and cultural references, thus revolutionizing Traditional Chinese language processing in NLP applications.

Models/tools
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1

Typeform

Marketing & Sales
Data Agents
Quick win
Use case
Transforming forms into conversational data collection
Context

Typeform uses GPT-3.5 and GPT-4 to create Formless, a dynamic AI-powered platform that replaces traditional forms with conversational data collection. The AI adapts to responses, allows for two-way conversations, supports multiple languages, and integrates data from various sources for analysis and actionable insights.

Models/tools
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2

Zelma

Education
Data Agents
Quick win
Use case
Making education data accessible and actionable
Context

Zelma, powered by OpenAI’s GPT models, makes education data accessible to parents, teachers, administrators, and policymakers across the U.S. It integrates standardized test data, giving insights on student performance in ELA and math. Zelma uses function calling to generate visual data displays and provides SQL logic for verification. It also makes all questions public to facilitate learning from others.

Models/tools
No items found.
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0

Viable

Data & analytics
Data Agents
Quick win
Use case
Analyzing qualitative data for insights
Context

Viable uses GPT-4 to analyze qualitative data from platforms like Zendesk and Intercom at scale, providing businesses with actionable insights to improve customer support, reduce churn, and optimize product roadmaps. The AI model fine-tunes analysis for unstructured data, offering context-rich insights that surpass traditional summarization tools.

Models/tools
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1

BNP Paribas

Finance
Data Agents
Quick win
Use case
Enhancing business operations with AI
Context

BNP Paribas, the leading bank in the European Union, uses Mistral's AI models for Global Markets use cases, achieving very positive results. Due to this success, they plan to expand collaboration across the entire group in 2024, exploring a broader range of applications to enhance various business operations.

Models/tools
No items found.
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Mirakl

Retail & e-commerce
Data Agents
Quick win
Use case
Automating product onboarding for marketplaces
Context

Mirakl, the world leader in SaaS marketplace management, integrated Mistral's models into their "Catalog Transformer" to automate product onboarding for sellers. Handling around 10 million new products monthly, this improved operational efficiency and maximized catalog performance, ensuring an optimal user experience.

Models/tools
No items found.
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ML Commons

Data & analytics
Data Agents
Quick win
Use case
Benchmarking performance of LLMs
Context

ML Commons has integrated Meta's Llama 2 70B parameter model into version 4.0 of its MLPerf Inference benchmark. The published results demonstrate the performance potential of various platforms for running one of the most demanding and capable large language models, highlighting the efficiency and scalability of Meta’s Llama 2 in high-performance computing environments.

Models/tools
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1

Superinsight

Data & analytics
Data Agents
Quick win
Use case
Advancing data analytics capabilities
Context

Superinsight, a data analytics company, integrated Mistral AI on AWS Bedrock to enhance its data analytics capabilities. This provides clients with powerful tools to unlock the full potential of their data, delivering cutting-edge AI capabilities.

Models/tools
No items found.
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