What is Data Fabric Architecture?

Data fabric architecture is a modular and scalable solution that is designed to be future-proof and adapt to changing business needs and data environments. As new technologies and data sources emerge, data fabric architecture can be extended and adapted to accommodate these changes, making it a long-lasting solution.

Data fabric is particularly useful for enterprises dealing with complex data structures, data silos, multiple vendors, and both on-premise and cloud data. Its unified architecture can solve these problems efficiently by managing and organizing data across multiple environments in a secure and consistent manner. With data fabric, organizations can maximize the value of their data, helping them succeed in a world that focuses more on the future than the present.

Data fabric connects and consolidates data into a single platform, enabling users to access, consume, control, and secure their data from one place. This allows users to easily manipulate their data to their needs, leading to increased efficiency and profitability. However, the easy availability of data does not mean that it can be used in any way. Data fabric makes data transparent, but only to those who have access, ensuring complete control and oversight of data usage.

What’s more, data fabric does all of this without code, reducing maintenance costs and technical debt. By providing real-time access to data and allowing for easy data management in a single platform, data fabric bridges the gap between expectation and reality, providing a cost-efficient solution that helps organizations stay ahead in a rapidly changing world.

Reasons why data fabric architecture is the future of data management:

  1. Scalability: Data fabric architecture can handle large amounts of data and scale easily as data volumes grow, making it a reliable solution for businesses with growing data needs.
  2. Flexibility: Data fabric architecture can work with a variety of data sources and types, making it a versatile solution that can be adapted to the specific needs of an organization.
  3. Efficiency: Data fabric architecture enables real-time access to data from various sources, allowing organizations to make quick, informed decisions based on up-to-date information.
  4. Integration: Data fabric architecture provides a unified platform that consolidates data from different sources and departments, reducing data silos and improving data integration and management.
  5. Security: Data fabric architecture includes security measures such as access control and encryption to protect sensitive data from unauthorized access and breaches.
  6. Cost-effectiveness: Data fabric architecture can reduce the costs associated with managing and integrating data by providing a single platform that eliminates the need for multiple data management tools and systems.
  7. Analytics: Data fabric architecture enables organizations to perform advanced analytics on their data, such as predictive modeling, data visualization, and machine learning, allowing them to gain valuable insights and make informed business decisions.
  8. Innovation: Data fabric architecture is an innovative solution that enables organizations to stay ahead of the curve in a rapidly evolving data landscape, providing a competitive advantage in the market.
  9. Collaboration: Data fabric architecture enables data sharing and collaboration across departments, allowing teams to work together and share insights to drive better business outcomes.
  10. Compliance: Data fabric architecture includes compliance features to ensure that organizations adhere to regulatory requirements such as GDPR and HIPAA, reducing the risk of legal and financial penalties.

Leveraging Scikiq as a full-stack, all in one Data Fabric platform

SCIKIQ is the next-generation data management platform for data-driven organizations, leveraging AI/ML to empower teams with real-time insights, centralized data sources, and automated intelligence – all at a fraction of the cost and time of traditional solutions.

Scikiq presents you with a unified platform that solves all your data-related issues and much more. With ScikIQ, all the complexities are abstracted, and business teams are empowered to focus on building value-added services and products using Data Fabric.

Scikiq helps you to simplify, transform, and exchange data using a first-of-its-kind AI-driven business data fabric platform that delivers a trusted and real-time view of data across an enterprise in days or weeks instead of months and years. The platform transforms the way Data is acquired, curated, consumed, and governed to create business value.

Scikiq presents you with a no-code, drag-and-drop user interface with which business teams can focus on decisions and outcomes rather than spending time stitching together data across multiple organizational silos.

Scikiq is differentiated from its competitors by its unique focus on putting the business lens and context on data, rather than pushing another tool and/or methodologies for faster computing and storage. This approach makes it easy for business users to quickly access and analyze their data without requiring extensive technical training or expertise. Additionally, Scikiq’s platform is built to be flexible and scalable, allowing it to be tailored to the unique needs of each individual business. This level of customization is not always available with other solutions, which often leads to siloed data and limited cross-functional collaboration. Overall, Scikiq’s focus on ease of use, business-centric approach, and flexibility make it an ideal choice for organizations looking to quickly derive insights from their data and drive growth.

It started when the SCIKIQ team figured out the complexities organizations struggle with when it comes to managing the data. A lot of the time they are looking for a stop-gap or fixing the current problem, usually which leads to an even more complex ecosystem of data that becomes unmanageable. 

Today CDOs need a simple and robust framework that can bind all the data together for the organization so that they can focus on rebuilding and reducing the efforts and costs of managing the data. SCIKIQ solves the same concern for the CDO, it integrates, curates, and presents the data in a manner that is consumable by the business users.

Scikiq’s 4C Framework

Scikiq’s 4C framework helps you connect, (Data integration) control, (Data Governance) curate,(Data Modelling), and consume (Data Visualisation) your data in the easiest way possible. Here’s how:

SCIKIQ Connect

Scikiq lets you connect or integrate your data by acquiring and migrating legacy data without using any code. It helps you build and deliver new capabilities by acquiring data into Scikiq and getting real-time data changes for real-time analytics. 

ScikIQ Connect helps you connect with both structured and unstructured sources of Data. Using its out-of-box integration, you can connect to data warehousing products, databases, application stores, file systems, Hadoop ecosystems, real-time sources, and much more. The best part about this, data never leaves your premise and is 100% secure with low maintenance cost and high efficiency.

SCIKIQ Control

With Scikiq’s Knowledge graph capabilities, you can discover and catalog your data assets. You can also profile, identify, and treat data quality issues thereby giving you complete control over your data.

Modern data governance will rely much on automation. Machine learning plays a key role; it increases the speed and accuracy of data capture and categorization. Those features add context to the information for effective “hands-free” governance. The Platform should be able to learn on its own to understand data and the context in which data is being used and go on building on the underlying data intelligence.

Data Governance is made simpler and more effective with SCIKIQ intelligence– With AI/ML assistance, data governance can function seamlessly with a policy engine, Orchestration engine, business glossary and various Governance metrics.


You can create raw, processed, and prepared analytical layers on the SCIKIQ MPP database. Cleanse and enrich your data using ScikIQ Prep Studio. Also, you can create logic and physical data model using ScikIQ Studio.

SCIKIQ Consume

Consume your data for insights via reports and dashboards. Enrich downstream systems or decision support systems by publishing high-quality curated data as an API. Create ML Sandpits and continuous Improvement Jobs.

One can integrate all the data quickly with the SCIKIQ Connect platform, Build a comprehensive data Governance on SCIKIQ Framework. SCIKIQ is a modern & intelligent platform that works on top of complex data systems and makes Data Governance as easy as it should be and yet effectively manages key areas like compliance, Data Quality, Security, and Trust. You embed Data Governance as a business practice by activating passive metadata. Post that you can begin with data modeling and help the company speak one data language and begin looking at data for effective business decision-making, profitability, and cost-effective operations.

Explore SCIKIQ and book a demo here

In conclusion, data fabric architecture is the future of data management. With the exponential growth of data, traditional data management solutions are no longer sufficient for businesses that need to manage, integrate, and analyze data from multiple sources. Data fabric architecture is designed to meet the modern data management needs of organizations, providing a unified platform that consolidates data from different sources, eliminates data silos, and enables real-time access to data.

Data fabric architecture is also highly scalable and adaptable, allowing businesses to accommodate changing data environments and emerging technologies. It provides a flexible, cost-effective, and innovative solution that enables businesses to stay ahead in the rapidly evolving data landscape, making it an essential solution for organizations looking to gain a competitive advantage.

Moreover, data fabric architecture offers advanced security and compliance features, ensuring that organizations can protect sensitive data and adhere to regulatory requirements. Finally, data fabric architecture enables data sharing and collaboration across departments, driving better business outcomes by enabling teams to work together and share insights.

Overall, data fabric architecture is a modern, flexible, and scalable solution that offers significant benefits to businesses looking to manage and leverage their data effectively. As such, it is a clear choice for organizations seeking a reliable and future-proof data management solution that can help them succeed in the digital age.

Read this as well https://www.scikiq.com/blog/how-is-data-management-job-different-from-data-scientist/


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