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Data-Driven Enterprises
Expert perspectives on data platforms, AI, and modern analytics from the Entrada team.
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Blog Post
From DAX Filters to Data Contracts: Migrating Power BI Security to Unity Catalog
The security review took longer than the migration itself. I was auditing a client’s Power BI environment: 47 static RLS roles, each with its own DAX filter expression, each maintained by a…
Blog Post
Containerizing the Lakehouse: The Role of Kubernetes in Modern Data Platforms
Data engineering teams spend enormous energy building reliable pipelines - clean medallion layers, solid transformation logic, well-tuned Spark jobs. Then something breaks in production that worked perfectly in development. A library version…
Blog Post
Advanced Unity Catalog Strategy: Multi-Cloud Federation
Imagine this scenario: a client has over 1,000 tables in an on-premise data warehouse. Some tables are extremely wide, with up to 500 columns, and contain millions of records. If any of…
Blog Post
Building a Bonafide Business Glossary in Databricks with Apps, Lakebase, and Unity Catalog
For years, the Business Glossary has been the elusive holy grail of Data Governance. Organizations have spent millions on legacy platforms like IBM Knowledge Catalog (IKC) to define their business terms, hierarchies,…
Blog Post
From Telemetry to Triumph: Using a Unified Lakehouse to Train and Deploy AI for Formula 1 Performance Optimization
When I work with high performance teams, whether in motorsport or enterprise, I see the same pattern: data is not the advantage. The advantage is the ability to turn data into decisions…
Blog Post
Beyond 2025: The Strategic Shift from “Data Pipelines” to “Data Products”
Modern data teams are surrounded by success signals that no longer mean very much. Dashboards show pipelines running on schedule. Jobs complete within SLAs. Infrastructure metrics glow green. And yet, business stakeholders…
Blog Post
Migrating from Azure Data Factory (ADF) to Databricks Lakeflow: Lessons from Entrada’s Customer Successes
For many enterprises, Azure Data Factory (ADF) has long been the default choice for building and orchestrating ETL and ELT workflows in the Azure ecosystem. Its visual pipeline designer, broad connector ecosystem,…
Blog Post
The Lost Art of Data Modeling in the Age of AI and the Lakehouse
In the contemporary era of Artificial Intelligence where outcomes are anticipated with near immediacy organizations often neglect fundamental principles and place excessive emphasis on non essential aspects. I have frequently observed instances…
Blog Post
Guardrails in AI Production: Ensuring Reliability and Trust with Databricks
In conversations with enterprise leaders, I often see companies stuck in the Proof of Concept (POC) phase. They hesitate to move forward because they fear their model will produce ungrounded outputs or…