Apache Bigtop
The comprehensive infrastructure for packaging, testing, and configuration of the Big Data ecosystem.
The unified, AI-powered data platform that centralizes organizational intelligence for agentic workflows.
Microsoft Fabric is an all-in-one analytics solution for enterprises that covers everything from data movement to data science, Real-Time Analytics, and business intelligence. As of 2026, it serves as the foundational 'Enterprise Fabric AI' layer, integrating OneLake as a single source of truth for organizational data. Its technical architecture is built on an open, lake-centric foundation, utilizing Delta Lake and Parquet as native formats to eliminate data silos. The platform's AI core is powered by Copilot and the 'AI Skill' capability, which allows developers to create low-code, domain-specific GenAI applications that interact directly with enterprise data via natural language. Fabric bridges the gap between raw data engineering and consumer-facing AI agents by providing a unified environment where data governance, security (Purview), and compute capacity are managed under a single 'F-SKU' billing model. By 2026, Fabric has moved beyond simple ETL, becoming the primary orchestration engine for autonomous AI agents that require real-time access to massive, distributed datasets with zero-copy data sharing (Shortcuts).
A single, unified SaaS storage system for the entire organization, built on ADLS Gen2, utilizing the 'Shortcut' feature to virtualize data without moving it.
The comprehensive infrastructure for packaging, testing, and configuration of the Big Data ecosystem.
The language-agnostic standard for high-performance in-memory columnar data processing and zero-copy serialization.
AI-Powered Database Observability and Autonomous Query Optimization
The enterprise-grade natural language interface for structured data.
Verified feedback from the global deployment network.
Post queries, share implementation strategies, and help other users.
A low-code AI object that allows users to ask questions against their Lakehouse or Warehouse in plain English, with the system generating the underlying SQL/DAX.
A high-scale streaming engine that processes millions of events per second with sub-second latency, integrating directly with Data Activator.
Native integration that bridges Microsoft 365, Dynamics 365, and Dataverse into Fabric for immediate AI training.
A Python library that allows data scientists to use Power BI measures and semantic models directly within Spark Notebooks.
A breakthrough technology in Power BI that reads Parquet files directly from OneLake without importing or duplicating data into memory.
An LLM-assisted experience that generates data ingestion pipelines and complex transformations based on descriptive prompts.
Consolidating fragmented PDFs, SQL databases, and Excel files into a single AI-searchable index.
Registry Updated:2/7/2026
Preventing industrial equipment failure by analyzing IoT sensor data in real-time.
Identifying suspicious transactions across multiple global bank accounts instantly.