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  • Welcome to Osmos
    • Introduction
  • Getting Started with Microsoft Fabric
    • Fabric Tenant Settings
    • Common Fabric Issues & Troubleshooting
    • Adding the Osmos Workload
  • Adding the Osmos Workspace
  • Adding Workspace Items
  • Adding Data into a Lakehouse
  • Wrangling Data
    • How to Create a Wrangler
    • Running a Wrangler
    • Wrangler Data Statuses
    • Wrangler Context
      • Descriptors
        • Best Practices for Column Descriptors
      • Instructions
    • Writing to the Destination
    • File Metadata
  • Support
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  • What is the Osmos AI Data Wrangler?
  • How Does Osmos Work?
  • What is Osmos Used For?
  • Why Use Osmos with Microsoft Fabric?

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  1. Welcome to Osmos

Introduction

What is the Osmos AI Data Wrangler?

Introducing the Osmos AI Data Wrangler— a fully autonomous data wrangler, now exclusively available on Microsoft Fabric! This powerful combination is set to transform the way businesses tackle data transformation and cleanup. Your team can boost data quality with Osmos without adding data engineering resources. By autonomously cleaning and transforming files directly within Microsoft Fabric, Osmos AI Data Wrangler empowers organizations to whip their data into shape and make smarter, faster decisions.

How Does Osmos Work?

Osmos leverages its autonomous AI Data Wrangler to seamlessly handle complex data preparation tasks. This AI-powered engine independently identifies inconsistencies, corrects formatting issues, and aligns datasets with specified schemas. Providing the AI with guidance enables a smooth, hands-free transformation process that meets your organization's data standards without the usual bottlenecks.

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.

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Last updated 1 month ago

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