Notes from building data platforms

What we have learned building on Microsoft Azure, Microsoft Fabric and Power BI, written down: architecture, migration, governance and analytics. New articles are added regularly.

33 articles

Governance by Design: Automatic, Not Manual

Why manual governance decays between audits, and how governance by design encodes standards, enforces them continuously and captures lineage as data moves.

Why We Walked Away from the Billable-Hour Model

Why the billable hour works against clients in data work, and what changed when we replaced it with a platform that sells durable capability, not time.

How to Evaluate a Healthcare Data Platform

How to evaluate a pharmacy or healthcare data platform on compliance, data lineage and governance, with the questions to ask a vendor before you commit.

Lakehouse ODS vs. Traditional Data Warehouse

How a traditional data warehouse and a lakehouse operational data store differ on structure, data variety and freshness, and when each one, or both, fits.

Agent-Operated Data Infrastructure Explained

What agent-operated data infrastructure means: agents build, maintain, monitor and govern the data lifecycle while senior practitioners own the outcome.

What Is a Data Control Plane for Microsoft Fabric?

What a data control plane for Microsoft Fabric does: capacity monitoring, event stream observability and governance in one view, and when an estate needs one.

What Is an AI-Native Data Platform

What makes a data platform AI-native: agents run the data lifecycle under senior practitioners, how that differs from BI consulting, and the caveats to check.

Microsoft Azure vs AWS

Azure and AWS compared on services, pricing, scalability, global infrastructure, hybrid cloud, machine learning and support, with the pros and cons of each.

What is Microsoft Azure Data Factory?

What Azure Data Factory is and how to use it: create a data factory, define datasets, linked services and activities, then schedule and monitor pipelines.

Boost Your Biz IQ: Black Friday FB Posts for BI!

Tips for Black Friday posts on Facebook: eye-catching visuals, urgency and giveaways, plus how to use post analytics and comments to refine your campaigns.

Reasons to Migrate to Microsoft Azure Cloud

Why migrate to Microsoft Azure: little upfront capital, consumption pricing, easier SQL Server integration, and why a migration assessment comes first.

Harness the Power of Power BI

What Power BI offers: Power BI Desktop, the Power BI service in Pro and Premium, and mobile apps, so non-technical users can analyze and share their data.

Questions and answers about Dobler Insights

Tell us what you are building.

A platform to build, a migration to plan, or one of our products to evaluate. It starts with a conversation, and you get a scope and a flat fee before any work starts.