Data Fabric: Unified Architecture for Modern Data Management and Integration

What is Data Fabric?

Data fabric can be defined as a unified architecture that lets you manage and organize your data that is spread over multiple platforms and environments to create single 360 degree view of data and enables data access to any member of an organization and in real-time. The ultimate aim of data fabric Is to create a single view of data which is accessible to everyone.

A data fabric Leverages automation & AI capabilities for faster implementation, cost savings and eliminates the need for multiple data vendors or multiple solutions. A comprehensive Data fabric solution includes, data integration, data curation, data governance and data visualisation, all of these modules work with heavy AI and ML applications taking care of Data cataloguing, Active meta data, data lineage and Data protection, security at the same time to bring the one clean view of data without compromising on data quality.

It lets you connect to data that is spread in cloud, hybrid, multi-cloud, real time sources, physical premises and much more. It helps you avoid data silos, and lets you access your data in real time, which increases your efficiency thereby reducing your costs.

One of the objectives of data fabric should be access of data to business users and let them leverage the data for business growth.

Organizations today are a collection of data which needs to be manipulated and worked with to get any kind of work done. Be it the CEO, the finance team, the HR, the information developers, product managers, business analysts, data scientists, anyone and everyone needs information and data with speed and confidence to get their work done. You can’t wait for a confidential file to be picked up from some place and put on your desk to start your work. Therefore, it is also of utmost importance that the data you are working with and accessing from multiple sources is secure and yet has a fast delivery.

Now, it might seem that all of this would be creating a hole in your pocket trying to maintain all the data silos, which keeps on growing as the organization grows, and that you would have to pay huge money to keep your data secure, to avoid fraud and keep a competitive edge, and you would have to juggle between sources to get what you want. If you keep worrying about where and how your data is stored, how will you be working with your data to get your work done?

This is where the unified architecture of data fabric walks in and solves all your problems magically. It manages and organizes your data across multiple environments, in the most secure and paced way. Data Fabric lets you get maximum value out of your data which in turn helps your organization to soar high in today’s world that walks in the future more than the present.

Data Fabric connects and consolidates your data in one platform so that you don’t have to pick your data like grocery items. It lets you access, consume, control, and secure your data from one place. Once you have your data available in hand with a click away, you can easily manipulate it to your needs which leads to maximum efficiency and profit for your organization.

The easy availability of your data doesn’t mean that anyone can use it in any way they like. It’s your data and you would have complete eyes over it. You can always know who is using your data and how, which lets you monitor costs, improve performance, and solve issues before the customer faces them. Data fabric makes your data transparent, but only to those who have access.

Data fabric does all of this and much more without code. So you also don’t have to worry about maintaining the code set. It bridges the gap between expectation and reality by giving you your data in real time as and when you need it and also by letting you manage your data in one platform. By reducing the maintenance cost of your data, it reduces your technical debt and makes it cost efficient as well.

SCIKIQ and Data Fabric


SCIKIQ presents you 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 first-of-its-kind AI driven business data 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.

It comes with capabilities such as semantic knowledge graphs, active metadata management, and embedded machine learning (ML) which are essential components of an Data Fabric

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 in stitching together data across multiple organizational silos.

Data Fabric Architecture is Key to Modernizing Data Management and Integration

SCIKIQ is built for managing complex Data scenarios and it manages with ease, the scale, diversity, and governance of modern business data in a short amount of time. SCIKIQ manages end-to-end data management processes for the organization by bringing in a unified data management framework. This includes Data integration, Data curation, Data governance and Data Analytics

This architecture is agnostic to multi- vendor, multi-cloud environments and delivers a trusted and real-time view of data across an enterprise in a very short span of time.

"Enhancing Data Management Efficiency with SCIKIQ: The Four Rights of Information Access"

Right Information to Right Team

Through SCIKIQ’s knowledge graphs and metadata search capabilities business users can quickly find, access, integrate, share and consume data, thereby, reducing Information Asymmetry and improves communication between data producers and data consumers to foster a collaborative culture

Right Information at Right Cost

SCIKIQ helps you to optimize the cost by not having to buy multiple tools with redundant/overlapping capabilities and then facing integration nightmares by setting up/augmenting project teams,thereby, helps you achieve better ROI and ROCE.

Right Controls with the Right Individual

SCIKIQ helps business team to stay in control of their data assets, become part of data strategy process, generate insights, actions and Data Visualization on self serve basis; and at the same time assures alignment with Enterprise Architecture and Information Security guidelines

Right Information at Right Time

Stakeholders need answers to their questions with speed and confidence – SCIKIQ helps them deliver a trusted and real-time view of data across an enterprise in days or weeks instead of months and years

SCIKIQ’s 4C Framework

SCIKIQ’s 4C framework helps you integrate, Govern, Curate, and visualize your data in the easiest way possible. Here’s how:


With SCIKIQ Connect, integrating your data is a seamless process. You can easily connect to your data by acquiring and migrating legacy data without requiring any coding. This allows you to quickly build and deliver new capabilities, while acquiring data into SCIKIQ for real-time analytics. Plus, SCIKIQ's ability to capture real-time data changes means you always have access to the most up-to-date information.

SCIKIQ Control provides an automated data governance solution that offers graph capabilities to help you effortlessly discover and catalog your data assets. Additionally, you can automatically profile, identify, and resolve data quality issues, giving you full control over your data.

Experience a futuristic, AI-driven data curation solution with SCIKIQ Curate. Say goodbye to data silos and confusion with SCIKIQ Curate - the ultimate tool for unifying your organization's data language. Input, transform, and present your data seamlessly with an intuitive framework of data curation tools, including the Data Prep Studio, Logical and Business Data Modeling, Orchestrator & Schedules, and more. With SCIKIQ Curate, embrace the future of data curation.

Transform your data into meaningful insights through visually appealing reports and dashboards. Elevate downstream systems and decision-making processes by publishing curated data as a high-quality API. Discover patterns and trends through machine learning sandpits, and continuously improve your data through job automation.