risk management | data analytics | visualization
What's hiding behind my data?
Which statistical technique is most appropriate for my problem?
Did I cover every angle in my data exploration?
What is the best visualization of my data?
Can I leverage with analytics to achieve competitive advantage?
When should I use mosaic plot, tree map or box-plots?
Identify niches of your data to deliver compelling reports which your audience will understand and use. We provide thorough data research and deliver professional reports in static or dynamic (interactive) format.
Static internal reporting completely tailored to client's needs, predefined and (re)producible on regular basis.
Dynamic internal reporting, in addition to the static view, provides the interactive ability to see specific impact of one or more values/parameters on other parameters, change parameters to focus on single point of interest, input certain values to obtain probabilistic future value conditional on a separately developed model, etc.
Metrics defined are devised to provide the WHAT and WHY information. Dynamic reporting enables further WHY investigation on individual basis without the need of a technical analyst which further provides for a quick information overview.
Frequency of the reporting can be as often as any changes in data occur or some longer time horizon like month or year.
The power of dashboards is in their ability to convey the message quickly without the loss of comprehensiveness. Enhancements with interactive features is simply an add-on.
Dashboards are generally developed for senior and upper management who need quick overview of key information of the company, portfolio, new investments, key performance indicators, etc.
Since the message is communicated on one page it is imperative that the right metrics are included which will answer all potential questions or questions generally arising from data themselves. This aspect fully utilizes the know-how of the underlying topic and the ability to connect this know-how with the visualization and report design. Design of each visualization to be presented in a dashboard and hence the design of a dashboard itself is imperative for a good story, and who doesn't love a good story!
As a result of the latest financial crisis the amount and frequency of new regulatory frameworks being published is numerous requiring financial institutions prompt, accurate and comprehensive reporting to supervisory bodies. Regardless of the size of your organization almost every part is under pressure from regulatory reporting compliance.
Effective data aggregation and integration, followed by strict data quality and validation rules, is a necessary prerequisite.
With the continuous change in the regulatory environment compliance is a moving target pushing for the break of internal reporting silos into an integrated automatized environment.
Transform the "burden" of regulatory reporting into a effective process ready for any challenge ahead.
Want to present a complex problem to a wide audience? How about infographics?
Most of the world around us we perceive visually rather than reading about it so it is only natural to present complex problems and data information with good visualization techniques. This is where inforgraphics comes in.
Infographics provide graphical representations of a specific complex topic, idea and information in a quick and clear way. Using different types of visualization representation such as graphs, icons, symbols, images, text and illustrations and effectively combing them creates a visual story of a particular problem at hand.
Having complex data sets in need of resolution or simply an idea that you want to convey to a wider audience infographic is particularity handy tool.
STATIC & DYNAMIC REPORTING
With the speedy increase of new technologies and updates of the existing ones there are many choices when it comes to tools used for visualization and reporting. The tools used always comply with client's resources and abilities for continuous use after solution deployment and delivery. Below we list technologies which we use mostly in our work.
Visualization and Reporting
SAS, R, Tableau, Adobe, Python, D3.js, MS Excel
SAS, SQL, R, Python
We provide the full package services from data research and mining to report deployment and execution. Whether it is only an idea design of the report, visualization, presentation or full process deployment from data research and mining to technical development we work with you to fully utilize the data value to provide data communication which audience understands and help them make better decisions.
Data research & data mining
Defining suitable metrics
Defining validation rules
Technical development of individual visualization
Technical development of report(s)
Effective reporting is not just about adding fancy graphs and tables on a piece of paper. Rather, it consists of a thorough process from data aggregation, integration, data quality and data analytics to actual visualization design and report development.
It is important that these steps are respected as with bad data there can not be effective information value.
For more details on the complete reporting process and what it entails please refer below to the white paper titled Creating Information Value by Building Effective Reports.
Ingredients for the effective reporting process
FinMetrika, established in 2004, provides consulting services and software solutions in the area of risk management, predictive analytics, advanced analytics of large data sets and technical solutions for all levels of the reporting processes. Solutions created are based and supported by many years of experience, both operational and management, gained on projects encompassing analysis of large and complex data sets, quantitative modelling in the area of credit risk management, scoring models implementation, dynamic software solutions for real-time reporting and many more.
Our goal and mission is to transform the idea into actionable solutions and help our clients achieve the desired goal.
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