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Data Quality vs. Data Enrichment

Data Quality (DQ), the degree of business and consumer confidence in data’s usefulness, remains a sticking point to getting business insights and managing risk. According to recent research, it takes an average of 15 hours to resolve a given Data Quality issue or incident, and in 2024 and beyond, 25% or more of revenue will be […]

Creating a Data Governance Policy

A Data Governance (DG) policy is a document that describes how organizations use and manage their data. These documents establish rules that help safeguard data, define the roles and responsibilities of staff involved with Data Governance, and set standards for Data Quality and security.  Good Data Governance policies make the business’s governance goals, practices, and […]

Data Architecture Trends in 2024

Data Architecture, the corporate infrastructure connecting business and data strategies, will face competing priorities in 2024. On the one hand, nearly half of organizations will gravitate toward modernizing their data architectures to increase operational real-time analytics and enable AI and ML (machine learning) capabilities. Simultaneously, with concerns about AI impacts, about 80% will prioritize security and Data Governance in […]

2024 Data Trends: From Collaborative Data Sharing to AI-Driven Operations

In the fast-evolving data landscape, understanding emerging trends and embracing technological advancements are key to staying ahead. As we approach 2024, this article explores the data trends that will define the strategic landscape for the coming year. Trend: A Focus on Data Sharing and Data Collaboration Improving data sharing and secure data collaboration between parties is becoming a key area. Companies like Snowflake […]

The Challenge of Data Accuracy

Data has become one of the most valuable assets of modern businesses. The data a company collects, analyzes, and monetizes is now perceived as a distinct “asset class” rather than merely a byproduct of its IT operations. However, the value of data to an organization diminishes rapidly as the information becomes less accurate. Companies are responding […]

Data Modeling Trends in 2024

Expect an increase in business-driven and elegant Data Modeling – the plans, and activities around diagramming requirements for data architecture. These Data Modeling trends will gain traction as budgets for newer projects decrease and mandates to improve Data Quality increase, as resolution to each data incident has risen by 15 hours between 2022 and 2023. Stakeholders clamor for returns from AI after investing heavily, […]