OneAI
One-stop MLOps service
It offers a subscription-based, one-stop AI tools platform, enabling rapid creation and easy management of the AI solution lifecycle.
It assists data scientists and AI/ML developers in quickly preparing data, easily building models, and efficiently deploying and maintaining applications.
OneAI
By subscribing to OneAI, you can:
- Get access to a full range of new methods for AI applications from project members at any time.
- Provides AI/ML workflow capabilities, making it easy to build and manage AI/MLOps solutions.
Advantages
The service integrates tools for building-in AI/ML models, providing multiple scenario templates to improve model productivity.
Provide container services and custom container images to migrate existing solutions to the cloud and enjoy pay-as-you-go resources.
From data import to value tracking, it's all done in one stop, providing reliable, stable, and scalable services.
OneAI supports various roles in the AI Pipeline.
Function
- Provides AI workflows for easy management of MLOps solutions.
- Shared storage space allows for quick sharing of data with project members.
- An easy-to-use container image repository that ensures secure sharing and convenient collaboration.
- Flexible hardware configuration; containers can be run simply by using an image file.
- Provides resource monitoring to understand the usage and operational status of AI applications.
Application Context
Smart Cities
Tainan City Government has created the "Urban Dynamic Image AI Perception Platform" by combining a hybrid cloud architecture with cloud resources from Taiwan AI Cloud. This platform can expand AI models through machine learning to meet the different business needs of the city government, improve image recognition capabilities, and also combine with remote-controlled drones for real-time image transmission. This will help business units quickly verify the feasibility of AI application ideas, thereby assisting municipal decision-making and rapidly iterating and optimizing public services.
Smart Finance
Taiwan AI Cloud has assisted well-known Taiwanese financial institutions in creating a certificate trading platform by combining blockchain technology with AIHPC cloud computing resources. This platform enables certificate trading to comply with international standards, allowing companies to transfer certificates as needed, thereby reducing corporate risks and costs. In the future, it will also expand into the field of supply chain finance.
Smart Manufacturing
Traditional factories operate with data distributed independently between different workshops, making interconnection impossible. Furthermore, the sheer number of machines and equipment lacks a unified control platform. Taiwan AI Cloud combines hybrid cloud and cloud-based AI training resources to help each workshop collect machine data. Through federated learning, models can be trained across workshops while maintaining data security. This allows for effective remote monitoring of equipment information and, through prediction and alerts, achieves goals such as process improvement, increased yield, and reduced quality control costs, ultimately realizing the vision of establishing a digital twin environment.
Free Consultation Service
Contact Taiwan AI Cloud experts to learn about and start using the solution that suits you.