Agentic AI in a Thriving Fabric Ecosystem: How Osmos and Profisee Amplify Fabric’s Power

‍Fabric is the Modern Data Operating System

Microsoft Fabric is more than a cloud‑data platform - it delivers integrated storage, analytics, AI, and governance as a single SaaS experience. At its core sits OneLake, the unified, tenant‑wide data lake that automatically provisions with every Fabric tenant. It supports open file and table formats like Apache Iceberg and Delta Lake to simplify data collaboration and eliminate silos. Fabric goes beyond storage, bringing together data engineering, warehousing, real-time analytics, business intelligence, and AI/ML workloads into one seamless interface.

The real power of Fabric, however, lies in its extensibility. Through the Workload Development Kit (WDK), partners can publish deeply integrated solutions that run natively within Fabric, leveraging all its security, scalability, and governance advantages. These experience run side-by-side to Fabric’s own native experiences such as Data Factory, Analytics, Real Time Intelligence and PowerBI truly providing a platform which allows end-users to natively use best-of-breed solutions.

Fabric Brings Together an Ecosystem That Solves Complex Problems

Fabric’s extensibility allows partners to bring powerful tools directly onto the platform. Fabric’s value multiplies through partner integrations. These integrations come in three primary forms:

• Interop: Partners can seamlessly interact with Fabric via OneLake APIs, shortcuts, real‑time connectors, shortcuts for Snowflake, Databricks, and cross‑tenant data sharing
• Develop Apps and Platforms: This allows partners to use Fabric as the Foundation of their solution and provide services on top of the platform. End users may not even know that the partner solution is running entirely on Fabric.  ‍
• Workloads via WDK: This lets partners like Osmos and Profisee publish deeply integrated experiences, ready to run inside Fabric with all the security, scalability, and governance advantages.

By integrating AI, governance, and trust, Fabric’s ecosystem solves what used to be time-consuming, manual, and error-prone processes with native, scalable intelligence - that's is where the platform just works like magic.  

The Power of the Ecosystem

Mircrosoft Fabric has been built with Open Standards and Open API. This allows the partner workloads in the ecosystem work with each other seamlessly using OneLake as the heart of the system. You can take the output of one workload, use it as an input for another workload and chain various workloads together to accomplish your desired outcome.  

It’s the magic of piping output much like Linux commands can pipe output from one command to another, workloads (whether native or partner) can use One Lake as a storage and feed the output of one workload as input to another.

Osmos and Profisee are two such powerful partner workloads that seamlessly integrate with Microsoft Fabric, each handling a critical part of the data journey. Osmos and Profisee can work on raw structured, semi-structured and unstructured¹ data to provide AI Ready data normalized and cleansed to be used for your AI and Analytics needs.

Messy to Masterful: How Microsoft Fabric Transforms Your Data with Osmos and Profisee

Data is the lifeblood of modern business, but let's face it - it’s often messy, fragmented, and unreliable. It lives in different systems, comes in various formats, and is riddled with duplicates and errors. That’s where Microsoft Fabric comes in, but it’s not just about one platform. The real power lies in its ability to seamlessly integrate with native partner solutions like Osmos and Profisee to turn your scattered data into a unified, trustworthy asset.

Here's how this powerful trio works together to transform your data.

Step 1 - Osmos: From Messy to Unified

Think of Osmos as your first line of defense against data chaos. In our example, a company's customer data is spread across four different sources, each with its own unique shape and format. Manually cleaning and combining this would be a nightmare.

Osmos solves this with its AI agents. These intelligent agents meet the data where it is, ingesting messy files and instantly unifying their schemas. The Osmos Data Wrangler then merges all of these disparate data sources together, all without a single line of code. No complex pipelines, no manual wrangling - a unified dataset, autonomously cleaned and ready for the next step.

Step 2 - Profisee: From Unified to Trusted

Now that your data is unified, it's usable, but is it trustworthy? Often, even after combining sources, your data still contains duplicates, errors, and missing values. You can't make smart business decisions on a shaky foundation.

This is where Profisee takes the stage. It specializes in data quality and mastering. Profisee works to:

• Deduplicate Records: It identifies, and merges duplicate records across all your sources. ‍
• Build Golden Records: It creates a single "golden record" for each customer—a definitive, complete, and accurate view of real-world person or entity the data represents. ‍
• Apply Data Quality Rules: It guides business users to quickly fix any missing information or errors, ensuring the data is complete and accurate, even further enriching that data via integrations with tools like Melissa and Dun & Bradstreet.

With Profisee, your unified data becomes complete and trustworthy, giving you the confidence to use it for analytics and reporting.

Step 3: Actionable Insights with Microsoft Fabric

Once Osmos has unified your data and Profisee has made it trustworthy, Microsoft Fabric brings it all together. As a unified data and AI platform, Fabric provides a single, centralized place for your data.

Powered by OneLake, Fabric centralizes your data while native partner workloads like Osmos and Profisee extend its core capabilities. This synergy allows you to move from raw, fragmented data to unified, trusted, and actionable insights—all within a single, seamless, and scalable platform.

The collaboration between Microsoft Fabric, Osmos, and Profisee is more than just a collection of tools; it’s a complete solution for modern data challenges. It’s about creating a powerful, enterprise-ready data solution that is natively integrated, incredibly efficient, and built for scale.

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Ready to see how a unified platform can transform your data strategy?

Learn more about Osmos and its AI-powered data wrangling at osmos.io. Book a demo and watch your messiest data become your most actionable asset.

Discover how Profisee can help you achieve trusted, complete data by visiting profisee.com. To request a personalized demo, go to https://profisee.com/demo/.