Tuesday, April 14, 2026 | 8 mins read04/14/2026 | 8 mins read
Power BI Dataflows Gen1 is entering a legacy, maintenance-only phase, signaling a broader architectural shift rather than a simple product update. Gen1 was designed for a BI‑centric, self‑service era, optimized for report preparation with limited reuse, governance, and scalability. As data platforms evolve to support multiple personas, AI, and shared data assets, these design constraints become structural limitations. Microsoft Fabric and Dataflows Gen2 introduce a different model: centralized transformations, OneLake‑based storage, and reuse across analytics, engineering, and AI workloads. Gen2 is not a drop‑in replacement but part of a unified, Fabric‑native architecture. Migration should therefore be treated as a strategic modernization effort, not a lift‑and‑shift exercise, to improve reuse, governance, performance, and AI readiness.
Saturday, March 7, 2026 | 9 mins read03/07/2026 | 9 mins read
In this article, Pablo addresses a common question following his piece on Fabric Real-Time Intelligence (RTI): whether organizations should migrate Power BI real-time streaming solutions to Fabric RTI, Azure Databricks, or Tableau. He argues this is not a simple product swap but a fundamental architectural shift. Power BI streaming was designed for lightweight, ephemeral visualization of live signals, while Fabric RTI is a full real‑time analytics platform built for persistence, governance, automation, and AI-driven decisions. With Power BI streaming entering sunset and retirement planned for 2027, RTI represents Microsoft’s strategic future—unifying event ingestion, storage, analytics, and actionability. Pablo explains why migration should be incremental, what new capabilities RTI unlocks, and why alternatives like Databricks or Tableau often miss the mark. The real shift is from real‑time dashboards to real‑time intelligence.
Monday, March 15, 2021 | 5 mins read03/15/2021 | 5 mins read
This article highlights that many organizations still run Hadoop on-premises, wasting time on maintenance instead of innovation. Migrating to the cloud with Azure HDInsight or Azure Databricks improves scalability, agility, and cost efficiency. Azure Databricks offers enterprise security, native Azure integration, compliance, and seamless analytics with Azure Synapse. Organizations can save up to 52% through migration and pre-purchase plans. Junco cites success stories from companies like Daimler, Starbucks, and City of Spokane, showing gains in predictive analytics, machine learning, and operational efficiency, and encourages exploring free migration evaluations to plan future cloud data strategies.
Subscribe onLinkedIn to get the latest Pablo Junco's perspectives and insights to move from messy data to measurable outcomes — governed platforms that power agentic AI.
If you’re a Chief Data Officer (CDO), a data leader, or simply someone who believes in the power of preparing data for AI—you’re already a Data Massagist.
Whether you have an idea, a challenge, or just want a fresh perspective, let’s connect. I’m always open to collaborating, learning, and helping others move forward.
