WHAT WE DO

We help companies to unveil hidden information from complex data sets and deliver valuable business insights to boost the understanding of companies’ eco-systems, their customers and competitors as well as their processes.

Our speciality is helping SMEs who are collecting large amounts of data but don’t have the ability to use it. We provide the resources and expertise to convert that data into added value.

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CONSULTING

Process analysis

We evaluate your current data generation, collection, transformation and analysis processes with respect to data consistency, plausibility, variety and completeness as well as technical and functional capabilities to generate value from your data

Market and competitor analysis

We perform a comprehensive analysis of models, tools and strategies applied by market participants, and identify distinguishing and value-generating approaches for your company/business

Use case identification

We generate an overview on promising use cases relevant for your business and your data, and classify them according to financial and non-financial benefits

Concept/Strategy development

Together with you we develop a comprehensive data science strategy enabling your company to establish a sustainable data-driven value generation

Project planning & execution

We provide project support along all major dimensions, from project management to functional and technical setup and execution of all data science activities

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MODEL DEVELOPMENT

Data structuring and preparation

As the most important and time-consuming element of model development, we collect, evaluate and clean your raw data to prepare a consistent data set for further analysis. This step is accompanied by fostering a comprehensive understanding of your data generation processes.

Analysis and modeling

Together with your business experts we gain deeper insights into the meaning of single data fields so that careful and sound data analysis can be performed and appropriate data science methods can be applied for further model development

Benchmarking

Resulting models are benchmarked based on statistical sampling techniques, industry references as well as expert judgement in order to ensure no (or low) bias as well as a stable behavior in the operative environment

Implementation

Depending on the are of application, we support you in the implementation of the core model within your operative environment or develop customized applications which can easily be integrated into your existing IT environment via APIs

Validation and backtesting

To ensure a robust model performance, regular backtesting and validation of the models under consideration of the most current data is performed. Depending on the results and the availability of newly generated data, models are re-calibrated and re-estimated.

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PRODUCT DEVELOPMENT

Proprietary applications

As we are successfully combining our data science expertise with our business expertise in selected segments, we are developing proprietary web and mobile applications which are powered by modern data science techniques. These applications are available to many potential customers in the respective segments. Pretty cool developments in the pipeline – stay tuned.

Customized applications

Depending on the needs of our customers and partners, we are offering a customized application development which ensures a tailored implementation of our data science models into our customers IT-environment.

EXPERTISE

DATA SCIENCE

Being experts in statistics, analytics and cutting-edge data science approaches, we resort to a variety of analytical techniques, tailored exactly to the field of application and the respective problem.

These techniques range from classical statistics and predictive modelling to machine learning and deep learning approaches.

As specific industry problems may require additional approaches for problem solving, we are also integrating other mathematical disciplines like optimization techniques, combinatorics or numerical analysis based on our general expertise in the mathematical field.

MANAGEMENT CONSULTING

Our experience in tier 1 management consulting enables us to provide professional consulting services to our clients tailored to their respective needs.

Our core strength is to combine comprehensive business knowledge with deep data science skills to boost business insights along multiple dimensions.

While always keeping a strong link to data in our project work, we are offering a broad range of services, ranging from project management, market and competitor analysis to process design, strategy development and implementation.

INDUSTRY EXPERIENCE

Our project work is profoundly supported by comprehensive industry experience gained in various senior management and scientific roles across segments.

We are leveraging our business knowledge in:

Banking & Finance,
Health Care & Health Tech,
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Paper Production, Printing & Wood Processing,

to develop statistical models in the most efficient manner, as we do have a broad understanding of the challenges related to corporate structures, communication, production and data transformation processes.

COMPANY

UNVEIL-IT was founded in 2018 by Christian Niemetz with the aim to solve complex business problems across multiple industries via cutting-edge data science. Christian holds a PhD in statistics (promotio sub auspiciis praesidentis) and has comprehensive industry experience from his previous work at a tier 1 management consulting firm as well as senior management roles in banking and technology.

The company is cooperating with European research institutes as well as international data science experts and consultants to continuously provide state-of-the-art knowledge to its clients and to deliver top-notch services.

CONTACT US