1 min read
Data Mesh Architecture: Enabling AI at Scale with Decentralized Data
Implement federated governance that balances domain autonomy with enterprise standards for AI-ready data products.
Data Mesh
14 articles
1 min read
Data Mesh: Federated Computational Governance
Computational governance scales where manual review cannot. Embed policies in CI/CD pipelines to catch issues before they reach production.
1 min read
Data Mesh: Implementing Self-Serve Data Infrastructure
A data platform that enables self-service must provide templates, guardrails, and automation while maintaining governance.
1 min read
Data Mesh Implementation: Domain-Oriented Data Products
Data mesh rests on four pillars: domain ownership, data as a product, self-serve data platform, and federated computational governance.
1 min read
Data Mesh and AI: Decentralized Intelligence at Scale
Data mesh with AI enables domain teams to own both data and intelligence.
1 min read
Data Mesh Implementation: A Practical Guide for 2025
Data mesh is a journey, not a destination. Start with a few high-value domains, prove the model, then expand. The technology enables data mesh, but success…
1 min read
Data Contracts: Agreements Between Data Producers and Consumers
Data contracts formalize the agreement between data producers and consumers. Today I'm exploring how to implement effective data contracts in your data…
1 min read
Building Data Products in Microsoft Fabric
Data products are the deliverables of a data mesh. Today I'm exploring how to build, manage, and consume data products in Microsoft Fabric.
1 min read
Federated Governance in Data Mesh
Federated governance balances domain autonomy with organizational standards. Today I'm exploring how to implement effective federated governance in…
1 min read
Domain-Driven Design for Data
Domain-Driven Design (DDD) principles apply to data architecture just as they do to software. Today I'm exploring how to design data systems around business…
1 min read
Data Mesh with Microsoft Fabric
1. Clear domain boundaries Define ownership clearly 2. Product thinking Treat data as a product 3. Self serve enablement Empower domain teams 4.…
1 min read
Fabric Domains: Organizing Your Data Mesh
Fabric Domains are the tenant-level organisational construct that lets large enterprises apply data mesh principles to their Fabric deployment — grouping…
1 min read
Data Engineering Patterns That Defined 2022
2022 established these patterns as the foundation of modern data engineering. The lakehouse became the default architecture for new data platforms. Data…
1 min read
Data Mesh: From Concept to Practice
Data mesh isn't a technology choice - it's an organizational paradigm shift. 2021 was about understanding it; 2022 will be about implementing it.