Data Analytics & Big Data
Generating business from data
“The objective is to tap
into your data treasure.”
Agility and individualization in decision processes are the entrepreneurial challenges of our digital age.
Companies dealing with data analytics and big data have recognized that classic reporting in their business intelligence (BI) environment is no longer sufficient to support decision processes.
In view of the ever-increasing diversity of information, this requires the recognition of data correlations and the forecasting of future events.
The use of data analytics as well as artificial intelligence (AI) makes it possible to recognize complex information correlations for agile decision processes and to derive knowledge from them.
Analytical methods are able to learn to link different data and to process even incomplete and unstructured data. Analytical models enable the development of new data services, data products and digital business models.
METHODS AND TECHNOLOGIES
ANALYTICAL METHODS
Machine learning
Deep learning
Natural language processing
Statistical methods
TECHNOLOGIES
Open source solutions
Big data infrastructure
NoSQL databases
Cloud computing
OUR APPROACH
We identify business-relevant data.
We organize and analyze the data
We make the data usable to make better decisions.
We deliver well-founded forecasts.
We find new business models with our clients and support their implementation.
With everything we do, we reduce complexity and make decision-relevant relationships visible.
OUR PROCEDURE
ASSESSMENT
Define objectives and value generating use cases as well as define the business value to be achieved. Establish alignment of methods, technologies and skills.
AUTOMATION
Develop analytical models for training and production. Integrate the models into the operative IT environment.
PILOTING
Prepare and analyze structured and unstructured data. Develop an analytical model in a test environment.
ORGANIZATION / TRANSFORMATION
Organize integration of the analytical model into the business processes. Establish data analytics, organizational and knowledge areas.