Overview

Standard data mining

We provide standard intelligence for Customer Relationship Management: identification of churn, setting up of efficient cross-selling and up-selling actions. Perform transactional data mining for retailers to see which products are bought together, identify what your customers are interested in buying, setting up of predictive models to target potential customers, segmentation, credit scoring and customer value analysis.

We identify changes in customer behaviour: e.g. why did your customers stopped clicking in your emails and how to make improvements.

For industrial companies, we make predictive models in production processes to know beforehand when a process will fail before it really does and we effectively monitor the quality of your products and processes through fuzzy logic and standard quality control techniques.

We have extensive experience in setting up predictive models to identify the impact of price changes to buying behaviour and can help you set up recommender systems.

Spatial data mining

We make visualisations of market potential in regional markets and provide geographical plots and movies of campaign results or KPI's of interest. We provide geocoding, find and extract patterns of geospatial behaviour. We track and understand movements of people. Why, where and when do people spend their time at certain places? We help in setting up your intranet/website to efficiently visualise geospatial data.

Business intelligence

We aid in the cleanup, the profiling and the integration of your available data and help in the setup of data marts to prepare it for analytical processes. We are capable of managing all database sizes. We develop scripts to create great looking reports, incorporating simple statistics up to more advanced results. Specific graphical user interfaces can be made suited for your processes.
We automate tailor-made presentations with standard tools like Word, Excel or we supply PDF presentations.

Web & Text mining

Extraction of price settings of your most imporant competitors from the web, sentiment analysis about your company on blogs and topic finding related to your company on the web. We have the expertise to create automated news analysers.
Together with text mining and standard data mining, web mining can give your company a competitive edge.

Biostatistics & statistical consulting

BNOSAC consultants have worked in biostatistical projects for several years, using SAS and working with hierarchical models and survival analysis. Pharmaceutical companies are beginning to use R. We help in the use of R/Bioconductor/Openbugs for analysis and reporting.

We give support to the setup and the statistical analysis for clinical trials.

Training and support

Adapted to the needs of your organisation, we give training and support for the use of analytical open source tools. This includes the use of R, Pentaho, PostgreSQL, PL/R and Python. We give this training at your site, with your infrastructure, using concrete examples from your business environment.