Enterprise Architecture vs. Data Architecture

Although there is some crossover, there are stark differences between data architecture and enterprise architecture (EA). That’s because data architecture is actually an offshoot of enterprise architecture. In this post: What Is Data Architecture? The Difference Between Data Architecture and Enterprise Architecture The Value of Data Architecture Data Architecture and Data Modeling The Imperative for […]

Having an enterprise architecture roadmap is essential in modern business. Without it, understanding the current and desired future state can be difficult. Learn More: Enterprise Architecture – Definition, Methodology and Best Practices An enterprise architecture roadmap does not have to be in contrast with efforts to promote an agile enterprise architecture. The focus of innovation […]

Having an agile enterprise architecture (EA) is the difference between whether an organization flourishes or flounders in an increasingly changing business climate. For “What Is Enterprise Architecture”, see here.  Over the years, EA has gotten a bad reputation for not providing business value. However, enterprise architecture frameworks and languages like TOGAF and ArchiMate aren’t responsible for this […]

Many organizations start an enterprise architecture practice without a specialized enterprise architecture tool. Instead, they rely on a blend of spreadsheets, Visio diagrams, PowerPoint files and the like. Four Compelling Reasons for An Enterprise Architecture Tool Enterprise architecture (EA) provides comprehensive documentation of systems, applications, people and processes. Prior research we conducted reveals four key […]

In enterprise architecture, there are a number of different types of enterprise architecture frameworks, tailored to meet specific business and/or industry needs. What is an Enterprise Architecture Framework? An enterprise architecture framework is a standardized methodology that organizations use to create, describe and change their enterprise architectures. Enterprise architecture (EA) itself describes the blueprint and […]

As organization’s technologies and digital strategies mature, enterprise architecture for change management is becoming increasingly relevant.  Enterprise architecture’s holistic view of the organization is perfect for understanding how an organization’s assets are interconnected.  This understanding is crucial when an organization is looking to change from within. But it is perhaps even more crucial still, when […]

There are three different types of data models: conceptual, logical and physical, and each has a specific purpose. Conceptual Data Models: High-level, static business structures and concepts Logical Data Models: Entity types, data attributes and relationships between entities Physical Data Models: The internal schema database design An organization’s approach to data modeling will be influenced […]

As data-driven business becomes increasingly prominent, an understanding of data modeling and data modeling best practices is crucial. This posts outlines just that, and other key questions related to data modeling such as “SQL vs. NoSQL.” What is Data Modeling? Data modeling is a process that enables organizations to discover, design, visualize, standardize and deploy […]

Data has been the driving force of the decade. Digital pioneers like Amazon, Netflix and Uber account for some of the most extreme market disruption their respective industries have faced. But such success cannot be attributed soley to head-starts. Many organizations have tried and failed to become truly “data-driven,” and many organizations will continue to […]

In the data-driven era, CIO’s need a solid understanding of data governance 2.0 … Data governance (DG) is no longer about just compliance or relegated to the confines of IT. Today, data governance needs to be a ubiquitous part of your organization’s culture. As the CIO, your stakeholders include both IT and business users in […]