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One version of the truth is the holy grail of data and analytics. However, the promise of one version of the truth still evades us because even with consistent data, the truth is, as the film My Cousin Vinny demonstrates, a matter of perspective and context.
Published at:
https://www.eckerson.com/articles/one-version-of-the-truth-according-to-my-cousin-vinny

One Version Of The Truth According To My Cousin Vinny

The modern data stack is a loose collection of technologies, often cloud-based, that collaboratively process and store data to support modern analytics. It must be automated, low code/no code, AI-assisted, graph-enabled, multimodal, streaming, distributed, meshy, converged, polyglot, open, and governed.
Published at:
https://www.eckerson.com/articles/twelve-must-have-characteristics-of-a-modern-data-stack

Twelve Must-Have Characteristics Of A Modern Data Stack

The data mesh paradigm is in a nascent stage with data personas and organizations craving clarity and quick answers. Best practices are yet to be crystallized. Mesh done incorrectly runs the risk of degenerating into silos.
Published at:
https://www.eckerson.com/articles/caution-data-leaders-plan-carefully-before-rushing-to-data-mesh

Caution Data Leaders: Plan Carefully Before Rushing To Data Mesh - Audio Blog

Data mesh is a hot topic in the data world, generating conversations about the benefits and drawbacks of its decentralized approach. Concerns about an explosion of data silos and inconsistent data quality are justified. But to those who feel a bit like Chicken Little, maybe the sky is not falling.
Published at:
https://www.eckerson.com/articles/data-mesh-the-sky-is-not-falling

Data Mesh: The Sky Is Not Falling - Audio Blog

A zone-based data refinery creates an agile, adaptable data environment that supports new and unanticipated business requirements quickly. It turns a monolithic data warehouse into a flexible data environment that gracefully adapts to new and unanticipated business requirements while maximizing reuse and standards.
Published at: https://www.eckerson.com/articles/how-zone-based-data-processing-turns-your-monolithic-data-warehouse-into-a-flexible-modern-data-architecture

How Zone-based Data Processing Turns Your Monolithic DW into a Modern Data Architecture - Audio Blog

Data mesh is a new paradigm for fulfilling the promised value of data. It decentralizes both data ownership and the data itself, shifting them toward the functional domains that create and use data to operate. But data mesh is not for everyone. Learn how to assess if you’re ready for data mesh.
Published at: https://www.eckerson.com/articles/data-mesh-evaluating-your-organization-s-readiness-for-a-decentralized-data-future

Data Mesh: Evaluating Your Organization's Readiness for a Decentralized Data Future - Audio Blog

Despite innovations in data architecture, infrastructure, and analytics, most organizations today still struggle to realize the promised value of data. Learn how the data mesh principle of data as a product can help, as part of a data mesh initiative or as a stand-alone strategy.
Published at: https://www.eckerson.com/articles/data-products-part-of-a-data-mesh-initiative-or-a-stand-alone-strategy

Data Products: Part of a Data Mesh Initiative or a Stand-Alone Strategy - Audio Blog

Simba Khadder and Kevin Petrie discuss strategies to overcome technical debt in implementation, the pivotal role of data in the success of ML projects, navigating regulatory compliance in machine learning, and the future of AI governance.

Collaboration Podcast: The Future of ML Governance and Data Management with Kevin Petrie

Data democratization is the buzzword to describe empowering enterprise stakeholders with data. While there have been advances in data management, governance, and analytics, something keeps getting in the way of achieving data democratization.
Published at:
https://www.eckerson.com/articles/data-democratization-and-the-duties-of-data-citizenship

Data Democratization and the Duties of Data Citizenship - Audio Blog

Many practitioners view data mesh and data fabric as mutually exclusive approaches to data strategy. However, these paradigms complement each other. Data mesh focuses on decentralization and autonomy; Data fabric ensures centralized integration and governance. Let’s dive into how blending elements of both can offer flexibility and control to create the right fit for your organization’s data strategy.
Published at: https://www.eckerson.com/articles/blending-data-mesh-and-data-fabric-crafting-a-balanced-data-strategy-2118cd34-e463-4468-b150-bdaf9e1c541d

Blending Data Mesh and Data Fabric: Crafting a Balanced Data Strategy - Audio Blog

A fresh perspective on data architecture, advocating for an 'anti-monolith' approach inspired by engineering best practices.
Published at: https://www.eckerson.com/articles/good-data-architecture-anti-monolith

Good Data Architecture - Anti-Monolith - Audio Blog

What will change next year? In the age of generative AI, the answer is simple: Everything!
Published at:
https://www.eckerson.com/articles/predictions-2025-everything-is-about-to-change

Predictions 2025: Everything is About to Change - Audio Blog

Listen to data and analytics leaders share the secrets of their success. Wayne Eckerson, long-time global thought leader interviews guests who run data and analytics programs at Fortune 2000 organizations around the world. Tune in to stay abreast of the latest technologies, techniques, and trends in our fast-paced industry.

New tracks tagged #DataMesh