Data Analytics

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How data analytics works

To get the right business insights a Data Analyst needs to understand how your company works, learn its processes, and study all indicators based on data. Data Specialists can tell you where your company has bottlenecks, find causal relationships of certain events and results and, most importantly, in which direction the whole team should move forward in future.

Our Data Analyst crew delves into the client’s problem and offers an effective solution. Thanks to the insights that you can get, you gain an edge over your competitors.

We are experienced in

Healthcare analytics

Knowledge sharing and systematization

Patient health monitoring
Patient treatment optimization
Treatment plan recommendations
Patterns defining

Financial analytics

Optimize your business processes

Budget planning
Formulating business plans
Financial decisions making
Risk forecasting

Industrial analytics

Improve workflow and performance

Predictive maintenance
Working anomalies tracking
Energy consumption prediction
Downtime cause analysis

Find the missing puzzle with us!

Get business insights out of your data

Data analytics process

Defining the requirements

The first stage is the estimation of your idea together with our team of professionals. We will collect and if needed, help you to define the functional and nonfunctional requirements during a short meeting/workshop.

Data collection & storage

Main goal of this stage is to collect the raw data and store it in a durable and well organized way. Storage/Database depends on the data model characteristics, velocity and volume – in most of the cases we deal with the time series data. Depending on the requirements, It’s possible to make some data adjustments / transformations / cleaning at this stage, but usually it’s better to store the raw data as it is.

Data analysis pipelines

To speed up and increase the accuracy of data insights, our engineers create data analysis pipelines to put into effect cleared data. The Cognitum team sets up data transformations in a specific order. When all transformations are applied we get full analysis, find patterns and other business ideas. At this stage, gaps in the data chain are clearly visible, since disparate data does not give a complete picture.

Results visualization & iterations

Our team proposes a way to organize data and visualize it. Graphical forms like maps, charts, graphs greatly facilitate the client’s understanding and further exploration of the data.

Our clients say about us

“The Cognitum team helped us bring our idea to life and we launched the MVP to the market.”

The Cognitum team are great professionals. They helped us bring our ideas to life and developed a state and anomaly prediction system based on machine learning algorithms. We are pleased with the result and plan to continue cooperation on the implementation of new functionality.

Igor Łęgowski

Head Of Solutions, WeSenseAll

“We would definitely recommend Cognitum as a IT partner in the field of AI and software development.”

Cognitum delivered a Decision Support Solution designed for Nokia Global executives in 2017. The company applied its knowledge in the field of AI, management systems, semantic technologies and software development to Nokia Global. We would definitely recommend Cognitum as a solid IT partner.

Nuno Melo

Head of Analytics CoE, Nokia

How data analytics works