Evaluate, Analyze and Visualize Data
Today, big data is one of the fastest growing fields and it is getting bigger with the growth of artificial intelligence, social media and Internet of Things with a myriad of sensors and devices.
Big Data is measured on the basis of the “3Vs”, i.e., variety, volume and velocity and can be used to extract meaningful insights such as hidden patterns, unknown correlations, market trends, and customer preferences. The analytics provides various advantages which can be used for better decision making, preventing fraudulent activities, as well as other things.
We can help you derive competitive advantage by generating actionable insights from your Data. Our solutions are powered by the right mix of Big Data and Business Intelligence components which helps enterprises in becoming a truly data driven organization.
Experience
Over 10 years of data & analytics practice
Expertise
50+ Big Data Analytics Experts
Partnerships
Alliances with leading product vendors – Confluent, MongoDB & Elasticsearch
Scalability for High Volume and Variety
Data sources which can scale up to 100+ nodes & 100,000+ database with strict latency SLAs
Open Source Advantage
No recurring licensing fees, no-vendor lock-in and improved TCO
What We Offer?
Consulting
Big Data Consulting, implementation, Data Architecture, Modelling & Business-value assessment
Data Migration
Selection, preparation, extraction, transformation & permanent movement of data to the right target
Master Data Management
Single view of data elements across the organization leading to assured ROIs & improved customer experience
Data Governance & QA
Save revenue, ensures security of data, ensure metrics are based on accurate and available data
Data Visualization
NLG powered Reporting, Dash boards and Visualization in Classical EDW & Big Data Implementation
Data Science as a Service
Data Advisory, Analytics as a Service, Analytics professional services and Platform services
Big Data Analytics Solutions
Enhancing Sales and Marketing Efficiency with Big Data Analytics
SaaS based product delivering B2B marketing intelligence to understand customer, improve target marketing campaigns, increase customer acquisition, reduce customer churn and deliver innovations. This online subscription based B2B customer intelligence tool has gorgeous visualizations for deep data exploration and intuitive full text search/data mining with
- Data Hub comprising of 20+ data sources
- On demand processing of 7TB+ of data
- Processing & enrichment of 160 Million+ Contacts
Improve Workflows to Increase Operational Efficiency
Improving communication and coordination between key stakeholders at various locations to monitor and optimize time, costs, materials, staff and resources. Data collection of ~1.5 TB/day from 0.5-0.75 million devices. Real time analysis and reporting of resources - device monitoring, track progress & measure productivity. Also integrated the MongoDB based platform with machine control and site
Increase ROI for Marketing Campaigns with Cost Effective and High Performing Enterprise DW/BI Data Architecture
Off-load the primary EDW running on Teradata as it was running out of capacity with slow performance. We created a modern data architecture using Hadoop and offered the ability to integrate unstructured data. Data from mainframes were pulled into Hadoop and ETL jobs were migrated from Teradata to Hadoop to reduce its load and boost its performance. This enabled the customer to run targeted customer segmentation based on products/ vertical/ industry. They were able to create consolidated dashboards for account executives including
- Site Behavior
- Revenue/Premiums generated
- Leads through product inquiry/feedback
Social Sentiment Analysis using Big Data
Integrated web platform built on Liferay and Drupal, for evidence collection from social media for case research, sentiment analysis and trends, data storage. We leveraged MongoDB as an operational data store, InfiniDB as a analytical data store and AlchemyAPI for natural language processing engine. The platform was scalable and was able to handle
- 2TB Data/Month
- Retrieve 25,000 records/hour/keyword
Achieving High Accuracy in Reduced Time with Machine Learning
Replace the manual classification of documents with an intelligent automated classification model. The solution includes a parser (Apache Tika + custom) for content analysis and detection, a classifier (D4LJ, Naïve Baiyes) to create model and run test set, a reviewer to audit logs, docs parsed and outliers, and review unclassified documents. The solution achieved high accuracy (>95%) while maintaining the high performance all completed in shorter duration to the traditional classification process.
Instantaneous Search Platform to Increase Productivity
Research the portal with advanced search to enable employees with quick access to information, and resources to make faster and better decisions. Faster search across structured and unstructured data leveraging Hadoop, Solr and Neo4J.
The platform was able to return full text search in 2 seconds. It supported over 20 million documents with 100 attributes each with a volume over 200GB. The search solution was able to replace proprietary search platform and improve search performance by 10X while reducing costs.
Features Facilitating Our Solutions
Acquire, Integrate, Process, and Deliver
Organizations across various industry verticals including Financial Services, Healthcare, Public Services, and Manufacturing etc. are struggling to tap unstructured data to their business advantage. The Data Warehousing applications in these organizations are still follow Conventional Data Management models tailored to manage structured data.
CIGNEX Data Integration follows a defined series of steps to manage data.
- Capturing Data in numerous forms (structured, semi-structured and unstructured) from various sources - Standardized approach should be maintained across various tools including security, metadata and look and feel
- Data Cleansing and Quality Management - Identifying and repairing inaccurate, incomplete and redundant data to maintain consistency on quality of the availability of the data. It includes Profiling, Parsing and Standardization, Generalized Cleansing, Matching, Monitoring and Enrichment.
- Transformation of data depending on the use case - Based on the nature of the source of the data the extracted information is transformed regardless of the format, complexity or file size
Solutions
Pricing optimization | Sales and inventory forecasting | Customer churn prevention - 360 degree view of customer | Marketing campaign optimization
Interactive Models of Information Delivery Enabling Decision Making
CIGNEX provides multiple presentation layers for customers to comprehend the aggregated information. The easy to use, simple web based interfaces are developed keeping business users in mind assisting them in decision making. We utilize the aggregated and organized data stored in Data Warehouse powered by Big Data solutions to present the end user with the below tools.
- Big Data Portal - Rich user experience for information delivery, where an end user can login using their access credentials to retrieve results, reports, and send questions within the integrated environment
- Reporting -Single environment manages the creation, revision and distribution of reports across the enterprise. Reports are accessible via mobile devices
- MS Office Integration - Solution suite offering support for documents and presentations formats, formulas & pivot tables
- Mobile BI - Delivery of reports and dashboard content to portable devices (smartphones, tablets etc.)
- Ad hoc query - Strong business engine allowing users to access reports or search information without the dependency of the IT staff
- Dashboards - Intuitive interactive display of information that offers a detailed first level summary to the end users
Solutions
Big Data Portal | Custom Dashboards | Search
Real Time Data Analysis and Visualization
- Online Analytical Processing (OLAP) - Creating a multidimensional data store from a vast pool of detailed data summarized data for fast query and calculation performance delivered in real time
- Advanced Visualization - Interactive pictures and charts covering numerous aspects of the data effectively like Heat Maps, Infographics & CGI’s
- Predictive Modeling and Data Mining - Identifying variables that allow enterprises to forecast scenarios with aid of mathematical models which are integrated into reporting, dash-boarding or OLAP phases.
- Scorecards - Framework that supports performance measurement (KPI) and long term goals that can be subsumed across the organization
Solutions
Real time analysis | Interactive visualization | Analysis of Internet of Things (IoT) | Predictive Modeling
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