CyMark Largo Services

Products and Services

At CyMark Largo we are passionate about data and extracting business value from information. We embrace new technologies and methodologies to enhance value. We are following with interest developments in fields such as Artificial Intelligence, machine learning, micro services architectures, graph database development, data warehousing, big data, internet of things (IoT); as well as developments in data capturing, analysis, transformation, presentation and related techniques.

Telephone Expense Audits

We can provide a comprehensive analysis of your current Telephone environment. We process three months of Telecoms vendor invoices and call detail records (CDR) to provide you with a comprehensive view of your expenses and the distrubution of the costs.

The Audit report includes, but is not limited to:

  • Expense breakdowns by Vendor, Call Type, Division, Region, Branch
  • Infrastructure Expenses vs Consumption Expenses
  • Unused Infrastructure
  • Premium Services expenses with suggestion to more cost-effective alternatives
  • Comprehensive analysis of Company Mobile expenses
  • Optimal call routing
  • Contract tracking and management
  • Fraud detection
  • Asset Registers: Any type of asset with logged change tracking
  • Inventory control: Mobile, Data and Fixed line

SAVINGS opportunities is the purpose of this report.

Data Processing Services

We have extensive experience with parsing and processing large data sets. In the telephone domain we process millions of records per month.


  • Parsing of Raw data into Database or datastreams
  • Extract, Translate, Load services
  • Data Warehouse
  • Graph Database implementation for relationship analysis
  • Application of Tariffs information to consumption records. E.g. data costs, telphone call costs, video call cost, printing costs, production units, event costs
  • Provide Web Services and API access to processed data from any tool
  • Business Intelligence Reporting on data sets
  • Provide data input to applications like Qlikview, Talend and Sisense
  • Provide input to SAP or other ERPM Systems
  • Research data processing


Our Web applications normally integrates with a Database backend. Microsoft SQL Server or PostgreSQL are the preferred data repositories. We provide a Web portal or APIs for access to your information providing functionality that enables you to interact with your data in a meaningful way.

Previous Projects

  • Telephone Expense Aggregation
  • Maintenance Management System
  • Job Card System
  • Education Content Management System
  • Billing System
  • Parsing Services