data analysis

 

Vision Technologies provides Business Intelligence Services to cater the analysis requirements of its clients. We provide both qualitative and quantitative data analysis for any type of business setup.

Qualitative Data Analysis

Qualitative research explores attitudes, behavior and experiences of the population of a study.  It attempts to get an in-depth opinion from participants.  Fewer people are part of the study but contact with these people lasts longer.  In the qualitative analysis understanding are made by uncovering and discovering themes through raw data in order to answer specific research questions.
For the purpose of qualitative data analysis, we use content analysis, discourse analysis, narrative analysis, conversation analysis, semiotics, hermeneutics and grounded theory.

Quantitative Data Analysis

Quantitative data is a kind of data that is used to reflect information that can be expressed numerically.  Quantitative approach to data analysis interprets and analyzes numerical data expressing specific information.  It involves use of statistical techniques and other business intelligence techniques in order to uncover patterns of underlying data for variables under study.  Relationships among variables are determined based on experimental outcomes. 

Statistical Techniques

Our expert statisticians make use of appropriate statistical techniques in order to discover relationships among the variables along with the level of significance. Sound business decisions can be made based on the results after applying these techniques.

Data Mining

Data mining is the process of discovering actionable information from large sets of data. Data mining uses mathematical analysis to derive patterns and trends that exist in data. Typically, these patterns cannot be discovered by traditional data exploration because the relationships are too complex or there is too much data.
We provide data warehousing and data mining services for the data intensive organizations. These services are only suitable for the organizations which have very large data sets and they need to discover patterns and trends which are very difficult to be discovered using traditional data analysis techniques

Decision Support

We provide comprehensive decision support for the higher management of the business organizations based on analysis of their data. Presentation of patterns and trends hidden in the underlying data using the graphs, charts, trees and other visual tools clarify the actual situation of the organization to the top management and they can drill down to any level of data with just the clicks of some buttons. This helps them to identify the potential areas of problems and improvement and to define their future strategies accordingly.
Analytical System is mainly available for executives, for the purpose of decision making, and to have an eye over all the activities being performed in the organization. We apply data mining and statistical approaches of data analysis to dig into the organizational data and extract vital pieces of information which normally remain hidden from the eyes of executives and so cannot be utilized for the purpose of promotion of business activities. Utilization of this hidden knowledge can give a great competitive advantage to a business organization. With the help of our sound analysis, executive can have a true picture of what is going on in the organization, how different organs of the system are functioning, where do problems exist, how the problems are being solved, what is the root cause of different problems and what is the right approach to address different problems. All these answers can be obtained with the proper utilization of historical data of the organization and these pieces of vital information is available to the executives live, right at their desktops all the time. Our development is mainly performed in Microsoft Dot Net Framework, SQL Server 2000/2005/2008, SSRS, SSIS, MS Access, MS Excel, Crystal Reports and SQL Server Analysis Services and Oracle.