Collato: Enabling Effective Knowledge Management with Vertex AI
公司规模
Startup
地区
- Europe
国家
- Germany
产品
- Vertex AI
- PaLM 2
- Gemini
技术栈
- Google Cloud
- Vector Search
- LLMs
实施规模
- Enterprise-wide Deployment
影响指标
- Productivity Improvements
- Customer Satisfaction
- Digital Expertise
技术
- 分析与建模 - 机器学习
- 平台即服务 (PaaS) - 数据管理平台
- 分析与建模 - 预测分析
适用功能
- 产品研发
- 商业运营
服务
- 云规划/设计/实施服务
- 软件设计与工程服务
- 系统集成
关于客户
Collato is a Berlin-based startup founded in 2020 by Sebastian Oehlschläger and Ivo Scherkamp. The company focuses on making the future of work more human-centric by revolutionizing how product teams create documentation. Collato's AI-enabled software ensures that essential knowledge is captured and accessible to all team members, addressing the challenges of knowledge management in the workplace. The company operates in the technology industry and aims to redefine team collaboration by improving access to information across organizations. During the pandemic, the need for better collaboration tools became evident, and Collato seeks to address this by using AI to distill essential information into cohesive, user-friendly formats.
挑战
Knowledge management in the workplace is crucial for fostering creativity, innovation, and performance. However, it presents challenges due to increasing data volumes, multiple communication channels, and remote or hybrid working environments. Collato, a Berlin-based startup, was founded in 2020 to redefine team collaboration by improving access to information across organizations. The pandemic highlighted the need for better collaboration tools, but it also led to more information silos. Collato aims to address this by using AI to distill essential information into cohesive, user-friendly formats. The company wanted to enhance its solutions with cutting-edge ML technologies, leading to the decision to migrate its infrastructure to Google Cloud.
解决方案
Collato migrated its entire infrastructure to Google Cloud, making Vertex AI the backbone of its solutions. The company focuses on knowledge creation for teams, especially product managers, who deal with scattered information in different formats. Collato's AI assistant transforms raw information into structured, polished documents using customizable templates. The migration to Google Cloud provided Collato with access to the latest language models and GPUs, enabling them to stay on top of the fast-evolving AI field. The Google Cloud account team supported Collato in becoming part of the Trusted Tester Program, giving them access to the latest generative AI solutions. Collato's AI assistant is built on the Vertex AI platform, using Vector Search to store and retrieve knowledge artifacts and PaLM 2 and Gemini to understand user questions and generate answers. The migration resulted in significant improvements in model fine-tuning, allowing Collato to use smaller models with enhanced performance and shorter response times.
运营影响
数量效益
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