In today’s competitive landscape, simply accumulating vast amounts of data and mining it for specific purposes falls short of what modern businesses truly need. To truly thrive and evolve into intelligent enterprises, comprehensive deployment of data across all fronts is essential, necessitating fresh strategies. It’s not just about being data-driven anymore; it’s about harnessing the power of data to fuel innovation and stand out in the crowd. In this blog, we delve into the significance of a data estate and why its modernization is paramount.
Let’s begin by examining three compelling statistics:
- 70% of the upcoming decade’s GDP growth will stem from Artificial Intelligence (AI).
- AI is forecasted to contribute over $15 trillion to the global economy in the same period.
- 62% of business leaders are actively strategizing to capitalize on this technological revolution and position themselves for the future.
These statistics underscore the urgent need for businesses to adapt and embrace data-driven approaches and technologies like AI to thrive in today’s competitive environment.
To truly become data-empowered enterprises, businesses must view data beyond the lens of problem-solving. Limiting our perspective to problem-solving hampers our ability to make data-driven predictions that extend beyond specific contexts.
What Does Modern Data Management Entail?
This doesn’t diminish the relevance of data management tools such as business intelligence platforms and Power BI. However, the focus should be on establishing foundational structures and pipelines that enable organizational flexibility. Regardless of how advanced your tech stack may be, newer, more powerful tools will always emerge. Therefore, adopting both data lake and data warehouse approaches is crucial. Additionally, integrating a semantic layer is essential, involving data preparation, labeling, and priming for seamless frontend usage.
Data Lake and Modern Data Warehouse
Recognizing the value of historical data, and efficiently managing raw historical data is best achieved through a data lake. However, access and deriving value from raw data are limited to a small fraction of the workforce. Hence, adding a subsequent layer, known as the modern data warehouse, is necessary. Finally, the semantic layer allows for defining a schema to enable data accessibility across various tools and dashboards. Together, these components form the modern data estate.
Understanding the Data Estate
While many businesses are adopting cloud-based data storage for its benefits, there’s a looming risk of data estates becoming obsolete without proper modernization. Data modernization involves revitalizing legacy data using modern cloud technologies. Let’s explore strategies to ensure data estates remain agile and flexible.
Data Estate: A Comprehensive View
A ‘data estate’ encompasses an organization’s entire data and information assets under its control. This includes data stored in databases, warehouses, and lakes, on-site or in the cloud. It comprises hardware, software infrastructure, and analytics tools. Data estates host diverse data types and can be stored in various ways, including hybrid models.
Additionally, a data estate incorporates security and governance measures to ensure data integrity and prevent unauthorized access.
Data Estate Management
Managing the entire data ecosystem involves functions such as data collection, storage, processing, analysis, and distribution. Data catalogs, dictionaries, and lineage contribute to this. Data estate management ensures data quality, integrity, and adherence to governance policies.
Modernizing the Data Estate
Modernizing a data estate involves transferring and enhancing it to a new platform or environment. This may entail migrating data to the cloud or between different platforms. The process includes enhancing data management, security processes, tools, and infrastructure.
Benefits of Data Estate Transformation
- Streamlined Processes: Cloud-based data estates accelerate data availability and reduce technical debt.
- Access to Insights: Modernized estates facilitate swift access to insights for various teams.
- Competitive Advantage: Agility in analyzing trends and adapting to market changes provides a competitive edge.
- Return on Investment (ROI): Faster decision-making and cost savings result in a substantial ROI.
- Innovation and Agility: Leveraging data enhances internal processes and streamlines operations.
- Compliance and Security: Modern environments incorporate enhanced security measures and ensure compliance.
- Efficient Rollouts and Scalability: Cloud flexibility enables easy deployment and scalability.
In Conclusion, Data estate modernization is critical for achieving business success in today’s data-driven landscape. By enhancing security, embracing superior technologies, and increasing flexibility, businesses can position themselves for success. Enkaytech is committed to empowering businesses through data estate modernization. Thriving in the modern business landscape requires leveraging data effectively.
Are You Considering Migrating and Modernizing Your Data? Book a Consultation today.