innoSEP GmbH stands for - Innovative Solutions for Engineering and Programming - and unites computer science and engineering. In times of industry 4.0 or data-driven-business huge amount of permanently acquired measurement and sensor data leads to a tremendous need for big data technologies. Our business idea is based on a big data analysis model (3-level model) for measurement and sensor data in technical applications. Based on efficient data storage and a professional system and data analysis, this model combines the signal data processing, numerical model validation and intelligent database interpretations with regard to "predictive/prescriptive analytics" and finally the use of sophisticated machine learning algorithm. In addition to the acquisition of profound system understanding, the aim is to be able to derive predictions, trends and action recommendations regarding maintenance and service life elongation, thus optimizing development processes and operating conditions.