Observed Signal · Sep 30, 2026 · Market Signal · Source: Profisee · Impact: 2/5
Profisee Introduces Profisee Anywhere, Letting Organizations Manage Data Directly in Microsoft Fabric OneLake
Profisee unveils Profisee Anywhere, letting customers manage master data directly in Microsoft Fabric OneLake, plus new connectivity to...
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1 Entity mappedRelated Market Signals & Shifts
Recent verified developments and strategic activity across this market segment.
Microsoft Fabric exposes MCP architecture for data agents
Microsoft Fabric has exposed its MCP-based architecture, shipping two MCP entry points that let AI agents interact directly and securely with Fabric data services. Fabric Local MCP (an open-source server) is Generally Available and runs on developers' machines, enabling agents to read live API specs, perform local-to-cloud operations, and integrate with CI/CD via a VS Code extension. Fabric Remote MCP is in Preview as a cloud-hosted entry point for autonomous agents (e.g., in Copilot Studio). OneLake MCP is also Generally Available, allowing agents to traverse OneLake hierarchies and inspect schemas and Delta Lake files. The implementation relies on the MCP (Model Context Protocol), adopted across multiple vendors, and enforces existing Fabric RBAC, audit trails and authentication. The move signals a bet on MCP as a standard connector for agentic enterprise integrations.
Microsoft Fabric IQ launches Ontology (public preview)
Microsoft has introduced Fabric IQ — a workload in Microsoft Fabric — that includes an Ontology feature (currently in public preview) to give enterprise data a shared business meaning. Ontology describes business concepts (customers, orders) and relationships independently of underlying schemas, and works with Power BI semantic models and Microsoft OneLake. The layer aims to provide consistent metric definitions for analysts and AI agents, enable NL2Ontology natural-language queries, and improve traceability, reuse and speed when deploying agents. The article contrasts Microsoft's platform-specific approach with Databricks' open-source Unity Catalog Business Semantics and Snowflake's Semantic Views, and outlines technical and governance prerequisites (data in OneLake, managed tables, unique entity keys) and trade-offs around vendor lock-in.
ClickHouse expands collaboration with Microsoft, bringing Fabric integration, deeper OneLake interoperability, and enterprise deployment flexibility
ClickHouse expands its Microsoft collaboration with a native Fabric workload, OneLake read and write capabilities, and ClickHouse BYOC availability in the Microsoft Marketplace.
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