Data Strategy

10 articles

Futuristic cityscape with glowing data streams connecting buildings, symbolizing unified data sources and advanced analytics.
Data & Automation

What Is a Data Fabric for Unifying Data Sources in 2026?

Before Microsoft Fabric, identifying and resolving issues with a car typically required approximately 30 minutes.

Helena Strauss·June 30, 2026
Abstract representation of an AI neural network being corrupted by poor data quality, with a single point of clean data offering hope.
Data & Automation

What is Data Quality Management for AI Models and Why Does It Matter in 2026?

Poor data quality costs organizations up to 6% of their global annual revenue, according to Snyk .

Helena Strauss·June 8, 2026
A futuristic digital landscape with interconnected data nodes and a team collaborating on insights, representing enterprise data mesh for effective management.
Data & Automation

Data Mesh for Enterprise Data Management

At many large enterprises, the management and access to analytical data remains a significant point of friction at scale, despite mature operational data technologies.

Helena Strauss·April 30, 2026
A futuristic cityscape illustrating the decentralized nature of Data Mesh, with interconnected data streams flowing between distinct business domain districts.
Data & Automation

What is Data Mesh? Understanding Its Principles and Benefits

For many large enterprises, the promise of data-driven insights remains elusive, as analytical data management continues to be a significant point of friction, even with mature operational systems.

Helena Strauss·April 30, 2026
Futuristic cityscape illustrating decentralized data mesh architecture with interconnected buildings and flowing data streams.
Data & Automation

What is Data Mesh Architecture? Benefits for Enterprises Explained

Despite decades of investment in centralized data lakes and warehouses, managing and accessing analytical data remains a point of friction at scale for many organizations.

Helena Strauss·April 12, 2026
An abstract, futuristic image showing a decentralized data mesh architecture with interconnected, glowing data nodes representing autonomous domains, symbolizing efficient data management and innovation.
Data & Automation

What Is Data Mesh Architecture? A Guide to Decentralized Data Management

Data mesh architecture offers a decentralized approach to managing analytical data, empowering domain-specific teams to own their data as products. This paradigm shift aims to remove bottlenecks and accelerate data-driven innovation across large enterprises.

Helena Strauss·April 7, 2026
A futuristic data center with glowing networks and holographic displays, where a diverse team collaborates on data governance, symbolizing strategic oversight and technological sophistication.
Data & Automation

What Are the Principles of Data Governance? A Guide to Policies, Roles, and Processes

Effective data management is crucial in today's information-driven economy. This guide explores the fundamental principles of data governance, defining the policies, roles, and processes essential for handling data effectively.

Helena Strauss·April 6, 2026
A visually striking image comparing a data fabric, shown as an interconnected web of data streams, with a data mesh, depicted as modular, independent data domains, set against a futuristic city backdrop.
Data & Automation

Data Fabric vs. Data Mesh: Here's How to Decide

Modern enterprises face a critical decision in data management: Data Fabric or Data Mesh. This guide explores their core principles, differences, and ideal use cases to help you choose the right path for your organization.

Helena Strauss·April 5, 2026
An abstract, futuristic visualization of data mesh architecture, showing interconnected, glowing data nodes representing decentralized data domains and autonomous data products, emphasizing scalable data management.
Data & Automation

What Is Data Mesh Architecture? Principles and Implementation Explained

Discover data mesh architecture, a decentralized approach to data management that addresses the limitations of traditional, centralized data systems. This guide explains its principles and implementation for scalable data management.

Helena Strauss·April 2, 2026
Abstract digital representation of data governance, showing secure data flows, interconnected systems, and professionals managing information assets in a complex, glowing network.
Data & Automation

What Is Data Governance? Principles, Best Practices, and Why It Matters

Data governance is essential for managing the explosion of global data, transforming it from a liability into a strategic asset. Learn how to effectively govern data to unlock its value and mitigate risks.

Helena Strauss·March 31, 2026