Data Science Services

Data-driven decision making: Our data science team will make you an expert.

Our data science team can help you transform your data into added value quickly and effectively, establishing and expanding data science expertise in your company in the process.

Data science has to prove itself in the real world, not at conferences. That’s why our projects are always based on a collaborative approach – after all, you know your business better than anyone else.

Our data science approach – from garage to production.

Our primary aim is to use your data in a way which creates value for your business. The process of providing your solution therefore begins by clearly defining the benefits for your company. Our data science team draws up a tailored solution with you step by step, right through to implementation – from garage to production.

 

 

Meet the team

Lisa

Data Science

Christian

Data Science

Armin

Data Science

Kai

Data Science

Laura

Data Science

Kristina

Data Science

Andreas

Data Science

Join Us!

We have over 130 members of staff at our two sites in Passau and Munich, all of whom are committed to harnessing the power of data science and helping our customers to deploy it effectively. If this strikes a chord with you and you want to have some fun with highly motivated colleagues along the way, then we would be delighted to hear from you!

To the careers page

Use Case Finder

Industry

Expertise

Use Cases

Statistical analysis and simulation

“Classic” statistical analysis for experimental design and data evaluation, simulation of statistical processes (e.g., Monte Carlo simulations)

Geospacial and network analysis

Visualization and analysis of geographic data (e.g., locations and routes), optimization of network –modeled data, e.g., biological data or routing

Process mining and customer journey

Visualization, analysis and simulation of process-related data, e.g., industrial processes, financial processes, and customer journey

Neuronal Networks and Deep Learning

Advanced neural networks, in particular for image analysis, time series analysis, signal processing, and natural language processing

General Machine Learning

Broad spectrum of “classic” machine learning algorithms for classification, clustering, predictive analytics, and prescriptive analytics

Automated travel recommendations

We develop intelligent chatbots which efficiently record customer wishes for a travel company.

Network expansion optimisation

We optimise future network expansion plans based on proprietary and public data for a leading provider of fibre-optic infrastructure.

Catalogue shipping optimisation

We analyse customer data with the aim of optimising catalogue shipping for an SME in the tool engineering sector.

Data integration for project reporting

We develop automated processes for integrating data from a complex system environment for an international group.

Project risk assessment

We develop data-based risk figures which can accurately estimate project success objectively and ahead of time for a global group in the project business.

Precise target assessment

We support several of the largest German private equity companies in data-driven assessment and due diligence for acquisition targets, particularly through geographic data analysis in the media and telecommunications fields.

Asset assessment

We support one of the largest German media groups in evaluating its subsidiaries in a data-driven manner.

Optimisation of subscribers and advertising customers

We support a leading Southern German media group in optimising subscriber numbers and advertising customers in a data-supported manner.

Procurement optimisation

We forecast the expected demand for raw materials over the coming year in order to optimise procurement for a DAX-listed group.

Sales forecasts

We accurately forecast the expected sales for the next 1-6 months for one of the world’s largest consumer goods manufacturers.

Image recognition

We have developed an image recognition method for quickly and automatically assessing the quality of recycling waste for the recycling division of a leading industrial company.

Sensor data analysis

We accurately forecast the status of various machines solely based on their energy consumption for the production facilities of a beverage bottling company.

Freight optimisation

We support several German consumer goods manufacturers in optimising their freight logistics operations based on sales forecasts and logistics routes.

Warehouse optimisation

We accurately forecast the sales figures for the coming weeks and in doing so optimise warehouse stocks and logistics resources for one of the largest German electronics retailers.

Automated message analysis

We examine automated messages to predict development on the raw materials markets for a leading global consumer goods manufacturer.

Product matching engine

We develop algorithms to transfer customer orders into structured baskets of goods for an industrial goods manufacturer.

Material flow analysis

We analyse global material flows and therefore optimise scrap volumes for a leading global steel group.

Risk assessment for insurance customers

We develop automated processes for assessing the risk of company policies for a leading global insurance broker.

Central customer perspective

We develop a central customer perspective, including an ecosystem for data analysis, together with a financial service provider.

Audit procure-to-pay

We support the audit function of a global DAX group in the automated process analysis of the procure-to-pay process in order to quickly and accurately identify anomalies – within a matter of a few days at individual document level.

Sales forecast for millions of products

We forecast the sales figures for millions of products every week for the latest German retail association – more accurately than any other provider, both on a weekly and monthly basis, and within a matter of a few hours.

Data-based project management

We are developing a data-based early warning system which can recognise the success of construction projects ahead of time as well as suggest possible countermeasures for an SME in the construction industry with projects worldwide.

Process optimisation

We analyse processes in the lab as well as in the planning and production of customised medicines for BioNTech AG.

Pipetting optimisation

We develop algorithms for optimal pipetting for a leading company in the cancer research field.

Bioinformatics tools

We develop specific bioinformatics tools, including solutions for analysing oligo synthesis and chromatography methods for the largest European biotech start-up.

International 360° customer model

We support one of the largest automobile manufacturers in the world in developing an international 360° customer model spanning dozens of national organisations.

Customer lifetime value (CLV) forecasting

We calculate the customer lifetime value (CLV) of new and existing customers for a leading German automobile manufacturer.

Actions instead of insights

Data analysis only creates added value for your business if the insights gained lead to new actions. That’s why generating genuine added value is the focus at ONE LOGIC, not just simply insights.

After all, we don’t want to help you achieve success in theory, but in practice.

Our work often focuses at looking into the future, and we use predictive analytics and prescriptive analytics to do just that. In addition, we also have the tools and expertise for detailed follow-up analyses, such as root cause analysis.

 

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