Business Processing AI
What is "business processing AI" that does not rely on machine learning and is close to human senses?
WCT aims to be a business AI that can perform processing similar to humans.
Difference between Deep Learning, Artificial Intelligence and Machine Learning
Deep Learning is learning using Deep Neural Networks (DNNs), in which a machine automatically extracts features from data without human assistance, given a sufficient amount of data.
Current level of Deep Learning
Machine Learning Goals and Current Deep Learning Analysis
Case study
Impact of machine learning on public accounting
Current DeepLearning and Business Processing AI
Can it be used for business processing AI?
Why business processing AI cannot apply AI that requires large amounts of data
① A large amount of training data is required
In current business AI, DeepLearning requires the creation of large amounts of training data. The workload is therefore enormous, and it is difficult to create the datasets in-house.
② Effectiveness verification takes time
The process of building a model, compressing the model, and implementing it in hardware takes about three months to operate AI for business use.
③ High cost of implementation
In general, it is necessary to have expensive processors to operate DeepLearning, and implementation costs are still high.
In fact, business processing AI cannot apply AI that requires large amounts of data
Given the current level of DeepLearning, applying AI and DeepLearning to normal business processing requires large amounts of data.
The closing process also requires only 12 sets of data for the year.
Furthermore, these processes must be handled by experienced personnel.
Companies cannot easily adopt business processing AI because there are still disincentives
To go beyond existing DeepLearning
What is needed for practical use of business processing AI?
Develop business AI that can process as well as humans with less data
At the current level, it is difficult to employ AI that can handle business processing as well as humans.
WCT will further advance the phase and develop AI that can process as well as experienced people with a small data set.
