Artificial Intelligence (AI) is becoming an integral part of our daily
lives and changing the way we do business. However, industrial AI remains
a huge, underserved market. For example, Industry 4.0/intelligent
manufacturing represents a $4 trillion opportunity; in China alone there
are 60 million quality inspectors, costing companies $350 billion per year.
We proposes innovative and practical solutions for the three major
challenges of current AI in enterprise applications:
（1）. Lack of effective sample images: Based on core cross-industry
defect images accumulated from decades, we use the proprietary
technology( patent pending): DataonomyTM to automatically mine and
expand the effective images for each task.
（2）. High accuracy requirement: Provide a versatile solution with
a cross-industry base model, use Transfer Learning with a small amount
of customer data so as to quickly meet high accuracy requirements.
（3）. Strict data privacy and security: Using the most advanced
Federated Learning framework provides models and algorithms in
client-side for customers to generate the best detection model with their
own data by themselves.
Our team has filed 5 domestic and foreign invention patents and published
5 international papers. Using advanced AI software and optical imaging
technology, we will focus on high-end manufacturing industries to provide
customized advanced manufacturing AI solutions. At present, we have
customers from several large domestic pharmaceutical