Stratio Generative AI Data Fabric
AI has become a massive talking point over the course of 2023, and automation has the potential to revolutionize our industries and ways of working. The technology involved with artificial intelligence has advanced to the point where a large number of business processes and applications can potentially be automated, and now numerous businesses across all industries are working on integrating AI into their operations.
Indeed, AI is even more relevant for those businesses that are primarily data-driven. The insights that structured and unstructured data can provide are becoming more and more important to modern enterprises. Businesses produce huge volumes of data every day and the insights derived from these datasets drive crucial business decisions in an evermore competitive market. This makes absolutely crucial for modern enterprises to work with AI to streamline their working models.
This is where Stratio Generative AI Data Fabric can prove highly useful to consumers and company stakeholders alike. As the world’s first Generative AI Data Fabric, our product allows users to access better quality insights faster than ever before, which ensures a faster time-to-market.
What Is A Generative AI Data Fabric?
But what is a Generative AI? And how does it work in tandem with Data Fabric architecture to help users access the high-quality insights they need?
Generative AI models are designed to analyze and assimilate vast volumes of data held by enterprises in a variety of sources. They can then use it to draw out crucial insights, automate tasks, and even help human agents formulate new ideas and strategies based on their findings. Organizations can deploy Generative AI to summarize documents, build tables, create new and meaningful text, generate code, and synthesize ideas.
Furthermore, Generative AI is capable of supervised and unsupervised learning. Meaning the tech can leverage unlabelled data to generate new, synthetic data and therefore test out trends and hypotheses.
The term ‘data fabric’ refers to a data architecture and set of services powered by AI and machine learning.
Gartner defines it as “an emerging data management design concept for attaining flexible, reusable and augmented data integration pipelines and services in support of various operational and analytics use cases delivered across multiple deployment and orchestration platforms”.
We define it as “automatic creation of a unified data layer, where 100% of a company’s data, including historic and real-time, is available for decision-making and has quality, security, and business meaning”.
Data Fabric uses semantic knowledge graphs, metadata management, and machine learning to unify data from multiple sources and provide actionable insights.
Data Fabric pulls relevant business data from legacy systems, data lakes, data warehouses, SQL databases, and apps, providing a holistic view of all this crucial information while discarding duplicate or redundant data.
So, now that we know what data fabric architecture looks like and how generative AI works, what particular benefits can both new technologies provide when used together?
Potential Benefits For Businesses
Firstly, adopting a data fabric architecture means companies can standardize their data management across many locations (cloud, on-premises, etc.) for improved data visibility and insights, data access and control, data protection, and increased security.
Meanwhile, Generative AI models make it easier for business stakeholders to assimilate and summarize knowledge automatically, while also employing them as a way of facilitating data-driven culture in the organization. When any employee can get an accurate answer to their customer- business- or process-related question in seconds, instead of waiting for a report from a data team. Isn’t this what we have been dreaming of?
So, with all this in mind, what is it about Stratio’s offering that makes it particularly appealing to enterprises looking to get the most out of their data?
The Power of Stratio Generative AI Data Fabric
Stratio Generative AI Data Fabric is a fast, precise, and secure product for businesses looking to drive digital transformation.
Our AI-powered product is designed to provide data consistency and real-time insights to help businesses get the most out of their data and accelerate their working practices.
Furthermore, Stratio Generative AI Data Fabric is able to easily integrate with existing infrastructure, and has been designed to be intuitive to use by anyone within the organization.
The product operates via five key stages:
Auto Discovery of Data:
Data Discovery finds and connects all historical and live data sources (regardless of their storage location) consolidating all relevant information in one place. This allows users to work with a unified view of data — helping them conceptualize and develop ideal solutions, products, or concepts.
Stratio’s Data Virtualization tool provides real-time access to all data source systems and data stores that Stratio is connected to. This allows users to combine data from multiple silos for business analytics queries, for machine learning models, and for APIs data consumption from portals and digital channels. Data never moves from the storage location and stays securely stored in the cloud or on-premise location.
It simplifies the implementation of business ontologies or business logical models. Data Marketplace automatically ‘translates’ technical data into more comprehensible language for users. This, in turn, allows users to apply business ontologies and knowledge graphs, making data with quality, security and business meaning available for users in the Marketplace to be used/consumed.
With help from Data Marketplace, new data products can be shared with multiple internal users or even external parties. It can also grant technical and non-technical teams easy access to data products and actionable business insights, helping to drive business growth.
Instant Answers With Gen AI
Finally, users can use the natural language processing interface to ask Stratio Generative AI engine to provide further clarification on the data it has gathered or ask it to present its findings in another way — all of which helps make the relevant insights as clear as possible.
Discover What Stratio Generative AI Data Fabric Can Do For You
So, if you’d like to learn more about Stratio Generative AI Data Fabric, then don’t hesitate to read our in-depth white paper on the product, available in English, Spanish and French. Or, if you’d like to get started with our Generative AI Data Fabric right away, then please get in contact or request a demo now.