NorCom offers a solution for the rapid implementation of advanced analytics and artificial intelligence in companies
Within the DaSense Suite, NorCom offers an app generator that automatically converts complex, programmed algorithms for data analysis into easy-to-use apps. Users can flexibly enter their relevant search parameters via the apps, the underlying algorithm then carries out the data analysis and delivers precisely tailored results. Advanced Analytics and Artificial Intelligence (AI) can thus be used on a large scale and by many employees in the company. NorCom sees a need for the app generator in all five defined core sectors: Industry / Automotive, Legal, Real Estate, Public, Insurance.
An example from the insurance industry shows how the app generator can be used profitably in sales: data scientists from an insurance company program a complex algorithm that uses the extensive existing customer data to calculate the probabilities of need for new insurance. This algorithm is converted into an app with the app generator, which is made available to the sales staff via web access. Each sales employee can now define his own search parameters via input windows - for example, narrow down the customer group he wants to work with or the type of new insurance he wants to offer and receives the relevant data for his planned sales campaign. The business benefits of AI can thus be directly measured in a practical manner.
“In a great many companies, promising applications for advanced analytics and AI methods are currently being identified. A prototype implementation is also quickly possible with the open source tools that are abundant today,” explains Dr. Tobias Abthoff, Managing Director at NorCom. “The problem: Although capable data scientists can easily program relevant queries for the company in an interactive development environment, these results cannot be used by a sales representative without programming knowledge. He cannot find his way around a programming environment and therefore cannot actively work with the data - which would be a prerequisite for generating business from the knowledge. NorCom is now closing this gap with an app generator which enables queries "for everyone" by creating apps."
Complex algorithms are packed into easy-to-use apps
The algorithms are often programmed in an interactive development environment (so-called notebooks). The results of the data analysis are then also received in this environment. The app generator converts programmed codes, for example from Jupyter notebooks, into apps that can be used by all employees. These apps give authorized employees access to the knowledge gained from the analysis of large amounts of data, can flexibly enter their own parameters for a search query and thus initiate individual evaluations. Employees can access the apps via web access - they do not have to install their own software for data analysis.
The app takes four important points into account: It covers the codes with a uniform user interface and ensures easy operation even for non-programmers. Users can change the query parameters in the app, but not the code. This remains protected.
Different apps can be linked to one another, creating a comprehensive workflow. In addition, the apps synchronize themselves automatically: Newly arriving data is available in the apps for further processing without delay.
“The success of artificial intelligence depends to a large extent on whether the investment pays off quickly for companies. By providing the relevant specialist departments with the advantages and findings from the analyzes as a working basis, artificial intelligence becomes a central driver for business,” said Dr. Tobias Abthoff, Managing Director at NorCom.