An Introduction to the Benefits and Capabilities of the Enterprise Big Data Framework
This white paper introduces the Enterprise Big Data Framework’s benefits, explores its six capabilities, and illustrates its impact with a real-world business case from the retail sector - where adoption of the framework led to measurable gains in customer retention, supply chain efficiency, and decision-making speed.

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Data has become a critical asset for modern organizations, shaping the way they innovate, compete, and grow. The ability to capture, process, and analyze vast volumes of information can accelerate decision-making, streamline operations, and create lasting competitive advantage. Yet, despite significant investments in tools and talent, many enterprises still struggle to embed Big Data practices that deliver sustainable results.
The Enterprise Big Data Framework was designed to address this gap by providing a vendor-neutral and structured approach. This white paper introduces the six core capabilities of the framework – strategy, architecture, algorithms, processes, functions, and artificial intelligence – and explains how each dimension supports the transformation towards a truly data-driven enterprise. Unlike technology-centric approaches, the framework highlights the importance of organizational culture, governance, and knowledge development as critical success factors.
By integrating technical expertise with organizational and human capabilities, the Enterprise Big Data Framework provides enterprises with a practical roadmap to scale their maturity over time. As part of DASCIN’s broader ecosystem of certifications, research, and international community engagement, the framework empowers both professionals and organizations to develop their Big Data competencies, exchange best practices, and stay ahead in a rapidly evolving digital landscape. Ultimately, the framework enables organizations to unlock insights, drive innovation, and maximize the long-term value of data.
Who is this White Paper For?
This white paper is designed for business leaders, data professionals, and decision-makers who want to understand how to turn Big Data from isolated projects into a sustainable, enterprise-wide capability.
It is particularly relevant for:
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Executives and managers seeking a structured roadmap to align Big Data initiatives with business strategy.
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Data professionals and analysts aiming to strengthen their technical and organizational understanding of Big Data practices.
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IT leaders and architects responsible for designing and implementing scalable Big Data environments.
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Organizations of any size looking for a vendor-neutral, practical, and proven framework to build maturity in their data-driven journey.
Whether you are just beginning to explore Big Data or looking to optimize existing capabilities, this white paper provides insights, best practices, and a clear path toward building a truly data-driven enterprise.
Download the White Paper
You can download the White Paper for Free at the DASCIN Member Portal:
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