Before AI, Fix the Foundation: Data Quality & Governance

  The pressure to deliver successful AI projects is at an all-time high. Yet even the biggest names in tech – from Amazon and Google to Microsoft and OpenAI – have suffered headline-grabbing AI disasters. Despite massive budgets, top-tier talent and cutting-edge infrastructure, they faced delays, escalating costs and reputational damage. Why? Because AI is […]

Q: Is data modeling cool again? A: It always was and is getting cooler!! In today’s fast-paced digital landscape, data reigns supreme. The data-driven enterprise relies on accurate, accessible, and actionable information to make strategic decisions and drive innovation. Amidst the evolving technological landscape, one constant remains despite the ongoing attacks from nay-sayers: the importance […]

Learn what data democratization is, why it’s important and how it gives users a 360-degree view of data so they can make timely decisions.

What is Microsoft’s Common Data Model (CDM), and why is it so powerful? Imagine if every person in your organization spoke a different language, and you had no simple way to translate what they were saying? It would make your work frustrating, complicated and slow. The same is true for data, with a number of […]

Data modeling supports collaboration among business stakeholders – with different job roles and skills – to coordinate with business objectives. Data resides everywhere in a business, on-premise and in private or public clouds. And it exists across these hybrid architectures in different formats: big and unstructured and traditional structured business data may physically sit in […]

The role of data modeling (DM) has expanded to support enterprise data management, including data governance and intelligence efforts. After all, you can’t manage or govern what you can’t see, much less use it to make smart decisions. Metadata management is the key to managing and governing your data and drawing intelligence from it. Beyond […]

Organizations are flooded with data, so they’re scrambling to find ways to derive meaningful insights from it – and then act on them to improve the bottom line. In today’s data-driven business, enabling employees to access and understand the data that’s relevant to their roles allows them to use data and put those insights into […]

When an organization’s data governance and metadata management programs work in harmony, then everything is easier. Data governance is a complex but critical practice. There’s always more data to handle, much of it unstructured; more data sources, like IoT, more points of integration, and more regulatory compliance requirements. Creating and sustaining an enterprise-wide view of […]

Enterprises are trying to manage data chaos. They might have 300 applications, with 50 different databases and a different schema for each one. They also face increasing regulatory pressure because of global data regulations, such as the European Union’s General Data Protection Regulation (GDPR) and the new California Consumer Privacy Act (CCPA), that went into […]

Untapped data, if mined, represents tremendous potential for your organization. While there has been a lot of talk about big data over the years, the real hero in unlocking the value of enterprise data is metadata, or the data about the data. However, most organizations don’t use all the data they’re flooded with to reach […]