biX AI Tools - Case Study: Customer Churn Prevention

Customer-Churn is the termination of a contract by the customer. Predicting such events before they occur is of great interest in many business areas. Focusing countermeasures on relevant customers reduces the effort and prevents a sleeper effect with customers who are not at risk...

Proof-of-Concept Data Orchestration with SAP Data Intelligence

A central challenge for every larger company is the consolidation and linking of master or transaction data. Data can be organised in a DWH such as SAP BW or unorganised in a data lake. It can also flow in as streaming data or come from...

Creation and use of autoencoders with SAP PAL

Data sets to be used in Machine Learning (ML) are usually unprocessed and immensely large in practice. Most ML algorithms require the input data in a specific form, which is provided by data preprocessing. Even then, however, the data model at hand is usually very complex...

Planning content in the SAP Analytics Cloud (SAC)

am Beispiel einer Story im Paket „integrated Financial Planning (4RC)“   Ein von der SAP gerne als großen Vorteil vermarktetes Argument für die Planung in der SAC ist der Planungscontent. Dieser verspricht eine Vorlage für die „klassischen“...

Hands On with the new model on the SAP Analytics Cloud

In March, the Q2 2021 release added several new features to SAC. Among them is a way to make data modelling more flexible and effective. A new model is made available to the modeller, which can now also be used to create key figure models...