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Data-Driven Enterprises
Expert perspectives on data platforms, AI, and modern analytics from the Entrada team.
Recent Insights
Blog Post
Databricks Genie vs Power BI and Tableau: Should You Add It, Replace, or Ignore?
Every conversation with a CIO this year ends the same way: "Do we still need Power BI if we have Databricks Genie?" The honest answer is more interesting than yes or no.…
Blog Post
Why Your Databricks ML Pipelines Are Burning Cash (And How to Fix Them)
Most Databricks ML pipelines do not fail because the math is wrong. They fail because performance decisions made early quietly compound until cost, latency, and trust all start slipping at once.
Blog Post
Entering the Agent Era: Data + AI Summit 2026 Reflection
Data + AI Summit 2026 brought the Entrada team back to San Francisco alongside more than 31,000 members of the data and AI community. As a pure-play Databricks partner, being there felt…
Blog Post
The “Agent-Ready” Lakehouse: Bridging Data Modeling and Agentic AI
For most of the last decade, the goal of a data platform was simple: make the data available. Land it, govern it, and let the humans take it from there. That goal…
Blog Post
Mortgage Intelligence Platform: Building a Databricks-Native Lead Engine with Cotality, Genie, and Lakebase
Mortgage lenders sit on rich data across CRM, LOS, and servicing systems, yet still struggle to identify which borrowers are about to transact. Entrada's Mortgage Intelligence Platform addresses that gap with a…
Blog Post
Feature Store-Driven ML: Lessons from Real Deployments
After years of architecting ML platforms on Databricks, one pattern keeps repeating: the difference between a model that survives in production and one that quietly fails usually comes down to how features…
Blog Post
Governance Atlas: Databricks-Native Data Governance with Unity Catalog, Genie, and Lakebase
Every serious governance project eventually reaches the same uncomfortable moment: the platform has the metadata, but the organization still does not have a product. There is a catalog. There are tags. There…
Blog Post
Building an AI Billing Agent on Databricks: Anomaly Detection, Genie Analytics, and Governed Write-Back at Scale
Inside the Customer Billing Accelerator from Entrada and Databricks, an agentic AI stack that detects anomalies, answers finance questions in plain English, and writes back to source systems, all governed through Unity…
Blog Post
DataPact 3.0: Validation, Genie, and the discipline of a curated room
A field report on what changed between DataPact 2.9 and 3.0, why we put a managed Genie space at the centre of the release, and the engineering it takes to make a…