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Google > 实例探究 > Essential AI Chooses Google Cloud to Power Enterprise Decision Making with Generative AI

Essential AI Chooses Google Cloud to Power Enterprise Decision Making with Generative AI

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公司规模
Large Corporate
地区
  • America
国家
  • United States
产品
  • Cloud TPU v5p
  • BigQuery
  • Looker
  • Google Analytics
技术栈
  • Generative AI
  • Large Language Models (LLMs)
  • Cloud Infrastructure
实施规模
  • Enterprise-wide Deployment
影响指标
  • Productivity Improvements
  • Digital Expertise
技术
  • 分析与建模 - Generative AI
  • 平台即服务 (PaaS) - 数据管理平台
适用行业
  • Software
  • Professional Service
适用功能
  • 商业运营
用例
  • Generative AI
服务
  • 云规划/设计/实施服务
  • 数据科学服务
关于客户
Essential AI is a company focused on developing generative artificial intelligence (gen AI) products aimed at empowering enterprise users to make data-driven decisions. The company is committed to increasing business productivity by automating workflows that are typically time-consuming and monotonous. Essential AI is leveraging advanced technologies to create large language models (LLMs) that can solve complex problems and provide data-informed decisions. By partnering with Google Cloud, Essential AI aims to utilize cutting-edge cloud infrastructure and analytics tools to enhance its product offerings. The company is positioned to serve a wide range of industries, providing solutions that are tailored to meet the specific needs of enterprise customers.
挑战
Essential AI aims to simplify and scale the development of full-stack generative artificial intelligence (gen AI) products to empower enterprise users in making data-driven decisions. The challenge lies in delivering enterprise-tailored large language models (LLMs) that can automate time-consuming and monotonous workflows, thereby increasing business productivity. Essential AI needs a robust infrastructure to train its models efficiently and effectively, ensuring that they can solve complex problems and provide data-informed decisions. The company seeks to leverage advanced analytics tools to better understand customer data and align it with business goals, delivering insights and metrics that are easy to comprehend.
解决方案
Essential AI has partnered with Google Cloud to leverage its advanced cloud infrastructure and analytics tools. By using Google Cloud's Cloud TPU v5p, Essential AI can train its large language models (LLMs) more efficiently and at a larger scale. Cloud TPU v5p is known for its power, scalability, and flexibility, making it an ideal choice for training complex AI models. Additionally, Essential AI will build its LLMs on Google Cloud's global infrastructure, ensuring robust and reliable performance. The company will also utilize Google Cloud's analytics tools, including BigQuery, Looker, and Google Analytics, to train its models. These tools will help Essential AI's models better understand customer data and align it with business goals, providing insights and metrics that are easy to understand. This comprehensive solution enables Essential AI to deliver enterprise-tailored AI products that enhance productivity and decision-making.
运营影响
  • Essential AI can now train its large language models (LLMs) faster and more efficiently using Google Cloud's Cloud TPU v5p.
  • The partnership with Google Cloud allows Essential AI to leverage advanced analytics tools to better understand customer data and align it with business goals.
  • Essential AI's models are now capable of delivering insights and metrics that are easy to understand, enhancing decision-making for enterprise users.

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