ConnectIQ Use Cases

ConnectIQ is ideal for core banking upgrades and digital transformations, cloud migrations, DevOps adoption, end-to-end test automation or data masking projects.
Here are a few use cases where ConnectIQ platform can be used to achieve the biggest impact:
Cloud Migration
Accelerate and de-risk your cloud journey


To modernize the way you work, optimise IT costs, and innovate faster, you need to move old data and systems into flexible, scalable, and secure cloud environments. Cloud promises agility and significant gains in IT productivity and costs reduction. Organizations, however, face data challenges in both migrating to the cloud and in unlocking its value.

ConnectIQ reduces the challenges and risks of migrations from on-premises to cloud or between clouds, transforms how data is managed in cloud projects, and enables clients to:
  • Address data quality challenges early to reduces risks and accelerate cloud migration
  • Enable hybrid cloud architectures faster and more cost-effectively
  • Secure sensitive data in non-production cloud environments
  • Ensure on-demand data access in public, hybrid, private and multi-cloud environments
Key benefits
Accelerate application time-to-market by up to 50%
Shorten cloud migration timelines by up to 50%
Reduce storage and related infrastructure costs by up to 90%
Improved agility by reducing data provisioning and refresh times by 95% through self-service data control.
Protection from costly data breaches and maintain regulatory compliance.
DevOps and Testing
Set your data free and take a data-driven approach to testing and development


In the world of Agile and DevOps, testing is done in sprints so test data must be provisioned continuously to the teams and refreshed during each sprint. Unlike traditional TDM tools, ConnectIQ is built from the ground up for Agile.

It enables the fast provisioning of high-quality test data for use in non-production environments instantly with self-service, on-premise or in the cloud. QA and DevOps teams can create and secure all the data they need for rigorous testing and provide it to distributed test teams on demand.

It combines data masking, data virtualization and synthetic data generation into a single, powerful centralised platform, that delivers masked virtual or synthetic data within data centers and across private, hybrid and public clouds.
Synthetically generated or virtual data enables broader test coverage and negative testing. It lets you simulate data types and ranges and includes outliers, boundary conditions and erroneous data that almost certainly will not appear in your production data.

Unlike other approaches to test data management, no effort (manual or otherwise) is required to ensure that test data is representative of your data as a whole.

ConnectIQ integrates with Validata Sense.ai and other testing and DevOps tools, so that test data can be automatically provisioned to the relevant test cases and be aligned with the business requirements.
To accelerate your analytics or AI projects you need
clean, standardised data to feed and train the models.

Analytics, AI & BI Initiatives
Centralised data for analytics via self service, on-premise or in the cloud


ConnectIQ helps organisations to:
Discover and access all data across the entire enterprise for analytics use.
Prepare trusted data to accelerate business insights and better, data-driven decisions.
Generate AI recommendations for customers and products
Security and Compliance


Banks and financial services organisations that need to be in compliance with data protection regulations such as GDPR, CCPA, etc., need to maintain the highest levels of data security and privacy.

With ConnectIQ you can eliminate the risk of personal data exposure in compliance with data privacy regulations:
Discover sensitive information in on-prem and cloud environments
Irreversibly mask data (structured and unstructured) while preserving realism and referential integrity, with the highest level of performance and accuracy.
Integration between data masking and data virtualization, to quickly deliver masked, virtual data copies across on-premises or cloud environments.
Maintain consistent security and access control on all data
Enterprise Data Management On-demand


With ConnectIQ you can optimize your data pipelines and easily access, govern, and share all data with greater consistency and control. It can connect to a wide variety of data sources including Oracle, Cassandra, PostgreSQL, SQL and NoSQL databases, as well as custom data sources. It is able to manage diverse data – structured, unstructured or semi-structured without sacrificing performance or agility.

The benefits include: worldwide, on-demand, fast data accessibility and provisioning, ability to easily move, clone, secure, manage data, and low or zero platform maintenance. 

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