Business Analytics & Big Data

  1. Business Intelligence and Data Warehousing
  2. Big Data

1. Business Intelligence and Data Warehousing

FORS offers the full stack of the integrated Oracle-based products and technologies for deploying of the advanced analytic systems and data warehouses for the most efficient use of the information on all levels of management:

Data accumulation

There are available the following data downloading tools with the preliminary data processing and clearing:

  • Oracle Data Integrator
  • Oracle Warehouse Builder

For accumulation of data from the various sources of information there are used the following technologies:

  • Oracle GoldenGate
  • Oracle Change Data Capture

Data storage

  • Relational Oracle Database Server
  • Multi-dimensional Oracle Hyperion Essbase Server

Data analysis

  • Oracle Business Intelligence
  • Data visualization: Oracle Hyperion Essbase
  • Deep data analysis tools:
    • DataMining
    • Oracle R Enterprise
    • Oracle Text
  • Big Data Analytics:
    • Big Data
    • Oracle Endeca Information Discovery
    • Hadoop
    • Data Discovery

Engineered systems

  • Oracle Exadata — ready-to-use integrated infrastructure solution, including all the components for the highest database performance: servers, storage system, Infiniband standard network infrastructure.
  • Oracle Exalytics In-Memory Machine for advanced business analysis.

FORS proprietary solutions

  • QUBER for banking analytics recording, developed for the Russian banks on Oracle Business Intelligence platform;
  • SPRUT for the government corporate data warehouse systems;
  • ATIS for the statistics data accumulation and analysis.

FORS is an Oracle specialized Partner on Business Intelligence, Data Warehousing and Hyperion Planning by the Partnership Oracle program PartnerNetwork Specialized.

2. Big Data

Strong team and advanced analytics practices in the background ensure insight, creativity and fresh approach to any tasks, including the most sophisticated ones.

Company provides ready-to-the-market solutions, tools and services based on Big Data technologies:

  • Joint analysis of the structured and raw data
  • Linguistic technologies for the advanced text analysis and semantic search support
  • Statistical research and data visualization
  • Business consulting for specific tasks definition
  • Expert analysis & project estimation
  • Developing of the demo and pilot solution
  • Integration with the existing IT-infrastructure
  • Fulfilling tasks in the fields of statistical research, predictive analytics and modeling
  • Training
  • Maintenance and support

FORS Big Data Solution:

Advanced Platform for Social Network Data Analysis and automated massive enrichment of customer profiles

ForSMedia is a social network analytics application designed to enrich customer data with information stored in social media and leverage it for target marketing, advertising, up-sell and cross-sell. The solution provides data discovery tools to enable organizations to gain far greater knowledge about their customers, prospects and marketplace. ForSMedia is offered through flexible delivery models as a product or services.

Main functions

  • Customer Identification in social networks
  • Data Acquisition from SN
  • Data and Text Enrichment
  • Merging SN User Data into unified Customer Profile
  • Analysis and Discovery

Interactive exploratory analytic tools included in the solution support advanced level of navigation, searching, refinement and provide valuable new insights for marketing and sales. ForSMedia is based on Big Data architecture and technologies such as Hadoop, NoSQL database, data discovery tools. The system can be aligned for specific business requirements and used as a standalone solution or integrated component of an enterprise solution.

Data analysis & Discovery

  • Interface for Data Analysis & Discovery
  • Identification Statistics & Results
  • Target marketing — constructing a target group for a specific marketing campaign
  • Interactive discovery for Product & Services Promotion
  • Rich Search Capabilities: Filtering, Guided Navigation, Faceted Refinement
  • Interactive views, diagrams, tag clouds, etc.


ForSMedia version 2.1 is supported on Cloudera Distribution including Apache Hadoop, Oracle Endeca Information Discovery 3.1, Oracle WebLogic 12c, Oracle Linux 6.6 and is supported with Oracle Exalytics and Oracle BigData Appliance.