Big Data Analytics

Big Data Analytics

Why is Big Data Critical to Your Business?

One of the biggest game changers of the modern IT age is the explosion of business data. This means effective utilization of data has now become the key factor separating successful organizations from the competition across all sectors and industries.

According to a 2022 Statista report, "Over the next five data creation is projected to grow to more than 180 zettabytes."

This gives organizations a critical opportunity to leverage their data to optimize performance, cost-efficiency, customer acquisition, end-user experience and to drive profitability—but only if you have the right tools and expertise.

CAP*M Big Data Analytics Powers Hyperscale Data Management and Analysis

When it comes to selecting the right big data services and tools for your organization, you need to consider the five Vs:


Big data comprises a huge amount of information collected from a vast array of sources. This includes social media interactions, customer touchpoints, logistics and supply chain, the internet of things (IoT) and, critically, the industrial internet of things (IIoT), financial transactions, application logs and a host of other online activities.

  • CAP*M Big Data Analytics lets you scale from <100 terabytes to over 30 petabytes of data on a single machine


Variety refers to the various sources and types of data created, including structured, unstructured and semi-structured data generated from sources such as tables, spreadsheets, databases, images, videos, text, PDFs, audio files and many more.

  • CAP*M Big Data Analytics lets you ingest high volumes of structured, unstructured and semi-structured data, then optimizes and stores it for fast retrieval using minimal resources. This lets you manipulate tens of petabytes of data in near-real time, and with unmatched compression rates up to 90% you can store one petabyte of data in one-tenth the space!


Velocity refers to the speed at which data is generated and processed to create value for businesses. According to global market intelligence firm IDC, "The global datasphere is expected to more than double in size from 2022 to 2026." To gain actionable insights from this torrent of information, your organization’s capacity to continuously ingest data has to keep pace.

  • CAP*M Big Data Analytics provides ultra-high-speed loading, cross-correlation and advanced big data analytics, including structured and unstructured data from multiple sources, meeting the most stringent commercial, government and regulatory requirements.


Veracity refers to the reliability and accuracy of your data. Since big data includes unstructured and sometimes irrelevant information, data analytics solutions are designed to filter out or translate it to provide actionable insights.

  • CAP*M Big Data Analytics along with mLogica expert services, ensures state of the art data cleansing, including fixing incorrect, incomplete, duplicate or otherwise erroneous data in each data set. Errors are proactively identified, then corrected, updated and remediated to ensure comprehensive data integrity at all times.

The Most Important V: Value

Your data holds opportunities. Value quantifies the array of benefits your data holds, such as new revenue streams, enhanced end-user experiences and improved operational efficiencies you can realize by fully optimizing the data at your disposal.

CAP*M Complex Events Analytics Platform

mLogica’s CAP*M Complex Events Analytics Platform combines petabyte-scale ingestion and near real-time converged analytics to deliver actionable intelligence for truly data-driven decision making.

CAP*M seamlessly integrates with popular, widely-used data warehouses and lakes to deliver critical, real-time reporting, customized to support your business’s unique objectives. Deployable on the edge or as a centralized solution, CAP*M captures structured, unstructured and semi-structured data to deliver actionable insights.

With its comprehensive feature set and capabilities, CAP*M can be customized to support a variety of use cases across sectors including:

  • Retail and E-commerce
  • Banking, Financial Services and Insurance
  • Telecom
  • Travel and Transportation
  • Health Care
  • Energy and Utilities
  • Manufacturing
  • Logistics, Supply Chain and more

Big Data Analytics Services

mLogica combines its database and managed services with the CAP*M platform to offer a paradigm-altering approach to managing big data to support a range of use cases, including:

  • Fraud and anomaly detection
  • Enhancing end-user experience
  • Boosting return on IT investments
  • Improving operational efficiencies
  • Risk mitigation
  • Effective resource allocation and utilization
  • Accurate, proactive forecasting
  • Identifying evolving business trends

Customized Big Data Analytics

Domain-centric proprietary frameworks combined with the high-speed ingestion and real-time analytics of CAP*M enable mLogica’s experts to build customized solutions in accelerated timeframes. Our big data solution architects collaborate with you to understand your requirements and build solutions that provide on-demand and near real-time insights.

Our big data analytics solutions help you develop AI and ML-driven predictive models, implement AutoML and MLOps, visualize data for easy interpretation and drive on-demand reporting. CAP*M’s scalability, supported by our teams’ experience working with hyperscale big data, make us the partner of choice to seamlessly convert huge volumes of data to actionable business intelligence.

Big Data Warehousing and Data Lakes

With an extensive team of big data architects, scientists, engineers and developers, we offer expert big data administration, design, analytics and more. Experts on leading data warehouses and frameworks such as:

  • Cloudera
  • Databricks
  • AWS Data Lake
  • Azure Data Lake
  • Spark
  • Google Data Lake
  • SAP Hana
  • Snowflake
  • Oracle Exadata
  • Amazon Redshift
  • Google BigQuery and more

We provide end-to-end services for data lake and data warehouse architecture, implementation, testing and deployment.

Managed Services Let You Optimize Database Performance

mLogica’s TRAK*M Managed Services Platform, a comprehensive database monitoring and management suite, helps enterprises gain end-to-end visibility into their entire network of database systems. Powered by artificial intelligence and machine learning capabilities, TRAK*M automates adverse event detection and alerting to ensure peak database and application performance with minimal downtime.

Combined with easy deployment across on-premise, cloud and distributed environments, TRAK*M provides a centralized view into data warehouse performance, equipping enterprises to proactively align resources and identify and resolve bottlenecks.

Big Data Management and Transformation

We also specialize in data transformation tools, including:

  • IBM DataStage
  • Informatica
  • SAS Data Management
  • Oracle Data Integrator and GoldenGate
  • SQL Server Integration Services
  • Hadoop
  • SAP Business Object Data Services (BODS) and Replication Server
  • Talend Open Studio
  • AWS Glue and more

mLogica offers end-to-end ETL services to help you optimize your data warehouse for performance, operational resiliency, simplified data lineage and impact analysis. Experts in governance, data hygiene and quality, integration acceleration, clickstream integration, de-duping and data reduction ETL services, mLogica tools and managed services drive optimized analytics and business intelligence processes.

Data Visualization and Reporting with OLAP

mLogica combines our data organization, governance, quality and analytics capabilities to provide organizations with customized online analytical processing (OLAP) models that seamlessly transform data into insightful reports. Offering intuitive visualization and dashboarding tools, these models empower organizations with pragmatic business intelligence to help them meet evolving revenue, customer satisfaction and operational efficiency goals.

Want to see first-hand how harnessing your data gives you the competitive edge?