Introduction

Accelerate your Fabric deployment with Osmos AI data agents. Seamlessly ingest, transform, and structure data using agentic AI.

How Does Osmos Work?

Osmos empowers your data team with agentic AI to seamlessly manage your Fabric environment. The ‘Osmos Data Engineer’ leverages AI Agents to autonomously create execution-ready Spark notebooks for data engineering and ETL tasks, and the ‘Osmos Data Wrangler’ wrangles even your messiest data, hands-free, with AI Data Agents. Osmos can run on any Fabric Capacity provisioned with F2 or higher.

Osmos integrates effortlessly with Microsoft Fabric, creating a robust, scalable, and secure environment for data processing. With this integration, your organization can benefit from Fabric’s advanced analytics and business intelligence capabilities, all powered by pristine, well-structured data.

What is Osmos Used For?

Osmos provides the tools needed to make data transformation accessible across the organization. Key applications include:

• Data Wrangling and Transformation: Clean, align, and prepare datasets for analytics and AI with minimal manual effort.

• Data Integration: Streamline data ingestion from multiple sources, enabling rapid analysis and decision-making.

• Business Intelligence: Ensure your data is consistently structured and accurate to amplify the effectiveness of tools like Microsoft Power BI.

• Regulatory Compliance: Maintain data integrity and documentation for compliance in industries with strict data regulations.

Osmos enhances your team’s ability to work with data at scale, minimizing the need for technical resources traditionally required for extensive data preparation.

Why Use Osmos with Microsoft Fabric?

By integrating with Microsoft Fabric, Osmos creates a unified environment where data can be processed, analyzed, and transformed within a single ecosystem. Osmos AI Data Wrangler, available as a native workload in Microsoft Fabric, provides several distinct advantages:

• Scalability: Easily manage data wrangling for both small and large datasets.

• Enhanced Collaboration: Fabric’s collaborative environment supports teamwork on data projects, allowing insights and workflows to be shared seamlessly.

• Real-Time Monitoring: Fabric's centralized monitoring tools allow you to track the status of your data transformation jobs across your organization.

• Security and Compliance: Microsoft Fabric’s enterprise-grade security ensures your data remains protected throughout the wrangling process.

Osmos on Fabric allows you to maximize the potential of your data without expanding your data engineering team.