Data Engineering Services

“There were 5 exabytes of information created between the dawn of civilization through 2003,
but that much information is now created every two days.”

~ Eric Schmidt, Executive Chairman at Google

In today’s rapidly evolving digital landscape, business across all industries are realizing the importance of digital business information to stay competitive and relevant. At the core of this digital transformation journey is Data Engineering, which plays a vital role in enabling Organization to collect, store, process and analyze massive amounts of data in real-time. Data Engineering enables business to design, build and manage infrastructure, platforms and tools to enable business to capture and harness the value of data regardless of where the data is cloud, on-prem etc.

Owing to Digitization, Organizations are witnessing:

  • Rapid movement to cloud
  • Increased confidence in the cloud and outsourcing model as enterprises have more stable platforms and evolved technologies/business models
  • Significant trend across all firms to make the shift to Digital world choosing flexibility as markets are more agile and unpredictable
  • Data collaboration empowers and delivers the greatest amount of new intelligence

The above trends require effectively optimizing the enterprise data for growth ignition and managing the risk across all layers. This requires the client leadership team to structure the organization and associated processes seamlessly having a simpler operational workflow.

Data Transformation
Consulting

  • Roadmap creation using data for digitization and transformation initiative
  • Evaluation and submission of Data Strategy for on premises, hybrid and cloud approach for Data initiatives
  • Data Discovery and Data Profiling

Data Management
Solutions

  • Data Architecture
  • Data Migration solutions for on-prem/cloud/hybrid/multi-cloud
  • ETL / ELT Solutions
  • Test Data Management
  • Reporting /Visualization

Data Governance
Solution

  • Advisory services around various cloud data platform for storage
  • Enterprise Governance strategy for Data
  • Governance Framework for various cloud platforms
  • Advisory services around Data Security and Privacy
Data Consulting

We provide independent framework and guidance which are tactical and strategic on various aspects of data for organisations to leverage their data assets, assist in decision making process and meet the business goals involving the key areas.

  • Define and create data strategy aligned to the business goals by evaluating and identifying data sources, benchmarking data quality standards, creating governance frameworks as part of the process.
  • Ensure actionable insights are derived, various statistical analysis methods, data mining, predictive modelling are performed to know the trends, patterns and various correlations with the various data sources.
  • Evaluate current infrastructure and systems covering the storage of data, various process and provide optimisation recommendations of the infrastructure and systems.
  • Ensure data quality, security and compliance with various data privacy laws, we assist organisations by creating a data framework for governance and associated policies.
Data Architecture
  • To establish a robust and scalable data architecture framework, we create the complete design and structure covering the organisations data assets, various technologies/systems by focussing on data modeling, integration of the data, storage and management of the same. With strong technology evaluation and selection, the organisations data utilization needs are kept in focus along with governance and security without compromising on the scalability and performance.
Data Migration

We focus on the specific needs of the client and the solution is devised with an objective to ensure data migration between systems are carried out by ensuring data integrity, quality and various compliances through the migration process. As part of the exercise, we carry out the initial data assessment, data mapping, extraction and load of the data before end to end migrating testing services with various on premises, open source and cloud based tools which are reflected below.

  • On-premises: Oracle Data Service Integrator, IBM Infosphere, Informatica PowerCenter etc
  • Open-source: Talend Open Studio, Apache NiFi, Apache Airflow
  • Cloud-based :AWS Migration Services, Stitch Data, Snaplogic, Fivetran
ETL/ELT
  • This solution completely helps to align the process of data extraction, transformation and loading from disparate data sources agnostics of cloud/on-prem effectively without affecting the integrity of data. By using various standard tools like Informatica, IBM Infosphere Datastage, SAS, Oracle Data Integrator, Microsoft SQL Server Integration Services (SSIS), Hadoop, Talend, AWS Glue, Azure Data Factory etc , the team is able to streamline the entire ETL process seamlessly.
Data Analytics
  • Focus is on automation of techniques and process of data analytics to enable raw data conversion by looking at various approaches like descriptive analytics, diagnostic analytics, predictive analytics, prescriptive analytics. We carry out design, development and implementation of robust process for analysis of structured, semi structured and unstructured data and engage with various leading analytics tools to meet the business objectives.
Test Data Management
  • Our Test data management streamlines the testing process, focused on quality of test data and also ensure confidentiality & sensitive nature of the data is protected along with providing controlled data access to project teams throughout the Software Development Lifecycle (SDLC).
  • We carry out the test data provisioning, Data Masking and Anonymization along with Data subsetting to reduce storage requirements and more importantly focus on the key data set required for testing rather than the complete data set. Some of the TDM tools we have used in various projects include K2View, Tricentis, IBM TDM, Informatica, BMC, Delphix. These tools help in synchronisation of data from multiple sources and also achieves more robust testing function while also ensuring data privacy and security are protected.
Reporting and data visualisation services
  • Design and development of the reports by collaborating with various stakeholders to understand the reporting requirements, key metrics to be leveraged and more importantly design & deliver an intuitive and interactive dashboard, various customisation requirements that are to be plugged as part of the customised reporting need. The reporting and visualisation tool we leverage are generally SAP Analytics Cloud, Visual.ly, Sisense, MicroStrategy, IBM Cognos, Looker, Qlik Sense etc
  • These reports, dashboard offers view on the entire business performance along with helping to look at real time analysis, facilitate data driven decision making process and provide visually appealing reporting templates.
Information is the oil of the 21st century, and analytics is the combustion engine.”

~ Peter Sondergaard, Senior Vice President and Global Head of Research at Gartner, Inc.