Help supor build an AI image - generation solution

About customer

Supor is a well - known Chinese cookware brand manufacturer founded in 1994, with its headquarters in Hangzhou. It is the first listed company in the Chinese cookware industry and the leading brand in the domestic pressure cooker industry. Its controlling shareholder is the French SEB Group. Supor's business scope covers areas such as cookware, small kitchen appliances, and kitchen and bathroom appliances. It has R & D and manufacturing bases in Hangzhou, Wuhan, Shaoxing, etc. Its products include pressure cookers, woks, rice cookers, electric pressure cookers, etc. With excellent product quality and innovative technology, Supor holds a leading position in the domestic market, and its products are also sold to more than 50 countries and regions around the world.

Customer pain points

With the rapid development of GenAI, the industrial design and advertising teams of Supor have also recognized its value. They hope to use AI-generated images to improve the work efficiency of the department and optimize the design process. However, they also face problems in multiple aspects. For example, it is difficult to precisely match the style, the basic models are hard to meet customized requirements, and the generated content requires a large amount of manual correction. The content and scenarios are diverse, and a single model has insufficient coverage, resulting in low generation efficiency. The training cost of multiple Lora models is high, with large investments in data, computing power, and time. The expansion of the number of models leads to complex management, easy errors in calls, and low collaboration efficiency. It is difficult to control the style consistency, and the cost of manual correction is high. Designers need to learn AI technology, which may lead to a decline in efficiency in the initial stage. The demand iterates rapidly, and it is difficult for the models to adapt quickly.

Solution

Use the intelligent image generation platform solution of UltraUI. Supor builds the architecture by integrating business applications in UltraUI based on AWS EC2, AutoScaling, OpenSearch, RDS, S3, and Cloudfront. At the same time, it optimizes the prompt words through Bedrock LLM and calls relevant models for image generation (the image generation models are stored in S3 and loaded into local storage when EC2 is launched). The backend inference nodes automatically perform service calls and elastic scaling according to the number of tasks received by the front - end UltraUI application interface. By adjusting the length of the task queue, the inference nodes are scheduled to reduce the processing time of front - end tasks, improve efficiency, and save costs.
In the process of project application, designers can customize the workflow according to their own and their department's needs, and publish it as an application for other colleagues to collaborate and use. In UltraUI, the management of models, workflows, and works has perfectly addressed the pain points of customers. In addition, the team management in member permission management has achieved resource isolation between different departments, solving the difficult problem of multi-tenant applications.

Project results

  1. The design efficiency of various design departments in the enterprise has increased by 20% - 50%, significantly shortening the design cycle.
  2. By using the GPU Spot instances of Amazon Web Services (AWS), 50% of the hardware investment for customers has been saved, greatly reducing costs.
  3. Through this solution, the creative iteration speed of the industrial design department has been accelerated, and the transformation of product design results has been promoted.

About Ultrapower

Beijing Ultrapower Software Co., Ltd. (referred to as "Ultrapower") was founded in 2001 and is one of the first companies listed on the Growth Enterprise Market in China (stock code: 300002). Ultrapower adheres to the core values of "mutual respect, trustworthiness, and enabling others" and the development strategy of "innovation-driven and global layout", aiming to become a leading enterprise in the digital economy with continuous innovation capabilities, create industry-quality products, support customers' improvement, and promote industry development.

Ultrapower has always been focused on providing professional consulting services and technical support services for Amazon Web Services, including cloud consulting, migration, billing services, CDN services, cloud hosting services, and enterprise overseas expansion services. Moreover, it provides professional solutions for industries such as manufacturing, media, gaming, and e-commerce, and offers high-quality services to customers based on the concept of delivering value.