ETL Migration Archive - Bitwise https://www.bitwiseglobal.com/en-us/blog/tag/etl-migration/ Technology Consulting and Data Management Services Thu, 29 May 2025 04:40:03 +0000 en-US hourly 1 https://cdn2.bitwiseglobal.com/bwglobalprod-cdn/2022/12/cropped-cropped-bitwise-favicon-32x32.png ETL Migration Archive - Bitwise https://www.bitwiseglobal.com/en-us/blog/tag/etl-migration/ 32 32 EDW Modernization with Legacy EDW Support for Enhanced Data Insights https://www.bitwiseglobal.com/en-us/case-study/edw-modernization-with-legacy-edw-support-for-enhanced-data-insights/ https://www.bitwiseglobal.com/en-us/case-study/edw-modernization-with-legacy-edw-support-for-enhanced-data-insights/#respond Tue, 15 Apr 2025 10:37:28 +0000 https://www.bitwiseglobal.com/en-us/?post_type=case-study&p=50343 A Fortune 500 insurance company needed to modernize its ETL to create a unified data repository and support the legacy system during migration to achieve faster, more accurate analysis and support ongoing business needs throughout the transition.

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Migrate Informatica PowerCenter ETL to Microsoft Fabric https://www.bitwiseglobal.com/en-us/case-study/migrate-informatica-powercenter-etl-to-microsoft-fabric/ https://www.bitwiseglobal.com/en-us/case-study/migrate-informatica-powercenter-etl-to-microsoft-fabric/#respond Thu, 27 Feb 2025 06:13:55 +0000 https://www.bitwiseglobal.com/en-us/?post_type=case-study&p=50017 A ‘Big Four’ global accounting organization required an efficient solution to migrate its on-premise legacy Enterprise Data Warehouse built on Informatica PowerCenter and SQL Server to Microsoft Fabric Pipeline, Fabric-PySpark Notebook and Azure SQL Managed Instance. The solution needed to leverage the advanced capabilities of the Microsoft Fabric ecosystem to enhance data integration and workflow orchestration.

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Microsoft Ignite 2024: AI, Cloud Innovation & Microsoft Fabric for Business Transformation https://www.bitwiseglobal.com/en-us/blog/microsoft-ignite-2024-ai-cloud-innovation-microsoft-fabric-for-business-transformation/ https://www.bitwiseglobal.com/en-us/blog/microsoft-ignite-2024-ai-cloud-innovation-microsoft-fabric-for-business-transformation/#respond Mon, 23 Dec 2024 07:31:48 +0000 https://www.bitwiseglobal.com/en-us/?p=49891 Introduction Microsoft Ignite Conference was a whirlwind of innovation, unveiling new technologies and strategies that will reshape the future of business. From AI-powered solutions to groundbreaking cloud innovations, Microsoft Ignite 2024 sessions showcased a vision of a digitally transformed world. As per Microsoft, companies worldwide are investing many resources in integrating Gen AI into their ... Read more

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Introduction

Microsoft Ignite Conference was a whirlwind of innovation, unveiling new technologies and strategies that will reshape the future of business. From AI-powered solutions to groundbreaking cloud innovations, Microsoft Ignite 2024 sessions showcased a vision of a digitally transformed world. As per Microsoft, companies worldwide are investing many resources in integrating Gen AI into their workstreams to benefit their clients and employees. Microsoft’s internal data and third-party research also indicate the ongoing AI boom as over 85% of Fortune 500 organizations are using Microsoft AI and 70% are using Microsoft 365 CoPilot.

In the Microsoft Ignite 2024 Keynotes, CEO Satya Nadella introduced around 80 ways in which Copilot and AI can assist startups in successfully building and implementing AI-powered solutions for delivering value to their clients. In this blog post, we’ll delve into key takeaways from the event and explore how Bitwise can help you leverage these advancements and accelerate your data modernization journey.

Key Takeaways from Microsoft Ignite 2024

Microsoft Ignite Announcements highlighted how nearly 70% of Fortune 500 companies are now using Microsoft 365 Copilot—it’s clear that AI is transforming industries at every level with the use of generative AI on the rise. Organizations and startups must balance the adoption of AI securely and responsibly. Microsoft Ignite 2024 Highlights covers the key focus of this year’s AI and Microsoft innovations making it accessible and impactful around different industries. The major themes from the keynote include:

1. AI-enabled Business Users: A New Era of Innovation

The impact of AI is evident in the return on investment for organizations. According to a Microsoft survey, each dollar invested in generative AI yielded a 3.7x return. In the sessions, Microsoft launched sustainable AI initiatives in various sectors, including financial services, public sector, retail, and manufacturing. These initiatives are designed to handle diverse tasks, freeing workers from mundane duties.

Microsoft also addressed long-awaited changes, such as reducing the number of items without CI/CD support, and ensuring that by the end of the year, these challenges will be resolved.

  • AI-First Approach: Microsoft emphasized its commitment to AI, integrating it into various products and services. Companies with AI-powered agents can assess vast amounts of data, execute complex procedures, and adapt to changing environments. Whether it’s automating customer service interactions, enhancing personalized shopping experiences, or driving sustainability efforts, AI has the potential to revolutionize industries.
  • Copilot as a Universal Assistant: Copilot, Microsoft’s AI-powered assistant, was showcased as a powerful tool for productivity and creativity, across various Microsoft 365 apps.
  • AI-Driven Insights: Advanced AI capabilities were demonstrated to extract valuable insights from data, enabling data-driven decision-making.

2. Cloud Innovation Redefined

Microsoft announced a significant expansion of its database capabilities on Azure. Azure SQL Database is now generally available as a source for mirroring, and SQL Managed Instance is entering the preview phase for this feature. [Note: if you have on-premise SQL Server databases, check out this SQL server migration case study to see how Bitwise helps migrate to Azure SQL MI.]

Additionally, Microsoft has introduced the concept of Open Mirroring, which eliminates the need for specific technologies to implement mirroring within the Fabric platform. This flexibility allows for seamless data synchronization between applications and Fabric, enabling a broader range of solutions to be integrated into a unified platform.

  • Azure Innovations: Microsoft announced significant advancements in Azure, including new services and features to enhance performance, security, and scalability.
  • Hybrid and Multi-Cloud Solutions: Microsoft reinforced its commitment to hybrid and multi-cloud strategies, providing flexible solutions for businesses of all sizes.
  • Edge Computing and IoT: Microsoft highlighted the importance of edge computing and IoT, enabling real-time insights and intelligent devices.

3. Microsoft Fabric – AI-powered Data Platform

Microsoft introduced a new database class within the Microsoft Fabric platform, initially incorporating SQL databases. This innovation allows applications to be positioned closer to analytical solutions when both reside within the same environment. By automating data replication to OneLake in a delta format, the platform ensures a seamless and near-real-time synchronization of data. This approach provides a unified SQL endpoint for both transactional and analytical workloads, significantly reducing latency and enhancing overall performance. This groundbreaking development has the potential to reshape future architectural patterns.

  • Real-time Intelligence: Simplifies working with real-time data like sensor data or application logs.
  • Fabric Databases: Integrates the entire Microsoft SQL Server database portfolio into Fabric. Offers full transactional capabilities and seamless data integration with OneLake.
  • Industry Solutions: Pre-built solutions for specific industries like sustainability, healthcare, and retail to accelerate time to value.
  • Fabric Workload Development Kit: Allows developers to extend Fabric with custom workloads and integrate their own ISV solutions.
  • Open and AI-Ready Data Lake: Focuses on OneLake, a scalable and globally deployed data lake with open data formats for easy access and analysis.
  • Shortcuts: Virtualize data connections across various storage systems (cloud/on-prem) for a unified view in OneLake.
  • Mirroring: Continuously replicates data from operational databases into OneLake for seamless data access.

Check out Unlock Your Analytics Potential with Microsoft Fabric Webinar for more insights.

How Bitwise Can Help

At Bitwise, we understand the transformative power of technology. We’re excited about the innovations unveiled at Microsoft Ignite 2024 and being a Microsoft partner, we are committed to helping you leverage these advancements to achieve your business goals.

Bitwise can help you accelerate your data modernization journey by:

  • Modernizing Legacy Data Platforms: Migrating your legacy data platforms to the cloud to improve performance, scalability, and security.
  • Optimizing Data Pipelines: Designing and implementing efficient data pipelines to extract valuable insights from your data.
  • Leveraging AI and Machine Learning: Implementing AI and machine learning solutions to automate tasks, improve decision-making, and drive innovation.
  • Adopting Microsoft Fabric: Helping you adopt Microsoft Fabric to unify your data, streamline analytics, and accelerate time to insight.

In fact, earlier this year we launched our Microsoft Fabric Readiness Program to help clients plan and implement the steps needed to modernize their data for the AI era that we’re now living in.

Conclusion

Microsoft Ignite 2024 has set the stage for a future driven by AI, cloud innovation, and developer empowerment. The evolution of Microsoft Fabric, the integration of AI-powered features, and the enhancements to Power BI are set to make data more accessible, secure, and impactful. By embracing these trends and partnering with Bitwise, you can take advantage of these innovative capabilities by accelerating data modernization to get ready for Microsoft Fabric faster. We’re here to help you unlock the full potential of your data by modernizing your data to the cloud.

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5 Essential Steps to Assess Your Readiness for Microsoft Fabric Adoption https://www.bitwiseglobal.com/en-us/blog/5-essential-steps-to-assess-your-readiness-for-microsoft-fabric-adoption/ https://www.bitwiseglobal.com/en-us/blog/5-essential-steps-to-assess-your-readiness-for-microsoft-fabric-adoption/#respond Mon, 18 Nov 2024 07:14:50 +0000 https://www.bitwiseglobal.com/en-us/?p=49788 Overview Microsoft Fabric is a revolutionary data management and analytics platform designed to unlock the full potential of your data. By offering a unified approach to data ingestion, preparation, governance, and analysis, the unified AI-powered data analytics platform empowers businesses to gain deeper insights and make data-driven decisions faster. But before diving into Microsoft Fabric, ... Read more

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Overview

Microsoft Fabric is a revolutionary data management and analytics platform designed to unlock the full potential of your data. By offering a unified approach to data ingestion, preparation, governance, and analysis, the unified AI-powered data analytics platform empowers businesses to gain deeper insights and make data-driven decisions faster.

But before diving into Microsoft Fabric, it’s crucial to assess your organization’s readiness to ensure a smooth and successful adoption.

This blog post outlines 5 key steps to help you evaluate your current data landscape and determine your organization’s readiness to leverage the Microsoft data fabric platform for your advanced analytics and AI use cases.

1. Analyze Current Data Environment

The first step is to understand your existing data ecosystem. This involves mapping your data sources, formats, volumes, and how they flow through your current ETL (Extract, Transform, Load) processes. Identifying data quality issues, inconsistencies, and siloes is also crucial. By taking a comprehensive inventory of your data environment, you can gain valuable insights into potential challenges and opportunities Microsoft Fabric can address.

2. Define Business Needs and Objectives

What are your key business objectives for leveraging data? Are you looking to improve reporting and analytics, drive data-driven decision-making, or unlock actionable insights from your data sources? Clearly defining your business needs and objectives helps you determine how Microsoft unified analytics platform can contribute to achieving your strategic goals.

3. Assess Technical Readiness

Technical readiness involves evaluating your infrastructure, existing data tools, and team skillsets to determine if they align with Microsoft Fabric’s capabilities. Here are some key considerations:

  • Infrastructure: Does your current infrastructure support migrating to the cloud?
  • Data tools: Are your current tools compatible with Fabric’s services, like Azure Data Factory (ADF) or Azure Databricks?
  • Team skills: Does your team have the necessary skills and expertise to work with Fabric technologies?

4. Develop Migration Planning and Execution

A well-defined migration plan is critical for transitioning your data workloads to Microsoft Fabric. This includes:

  • Prioritization: Identifying the most critical data pipelines to migrate first.
  • Resource allocation: Planning for the personnel and resources necessary to execute the migration.
  • Risk assessment: Anticipating potential challenges and developing mitigation strategies.

For a deeper dive into our proven methodology for migrating ETL jobs to the Microsoft unified analytics platform, check out our recorded webinar Microsoft Fabric: Is Your Business Ready?.

5. Provide Ongoing Optimization

Microsoft Fabric adoption is an ongoing process. After migration, continuous monitoring and optimization are crucial to ensure your data platform operates at peak performance. This involves regularly reviewing data quality, identifying inefficiencies, and implementing optimizations to maximize the value derived from your data.

Fabric Readiness Workshop: Get Ready for Success

As a Microsoft Solutions Partner working closely with the Microsoft Fabric product team to strengthen our capability to migrate data, ETL, and BI workloads to Microsoft Fabric, Bitwise is excited to be a key part of our customers’ transformations to unlock their full potential of Microsoft Fabric. Elevate your data strategy to make sure your organization is prepared for Microsoft Fabric. Enroll in our exclusive Microsoft Fabric Readiness Workshop now! This 3-hour workshop provides valuable insights into Microsoft Fabric’s capabilities and helps you develop a customized roadmap for successful implementation.

FabCon: A Glimpse into the Future of Data Analytics

Microsoft Fabric Community Conference (FabCon) Europe that took place in Stockholm earlier this year was a valuable event for anyone interested in Microsoft Fabric. The key announcements highlighted the platform’s continued evolution and its ability to meet the growing demands of modern data management. Read our blog to learn more about the 3 Key Microsoft Fabric Announcements from FabCon Europe.

Don’t miss the upcoming Microsoft Fabric Community Conference in Las Vegas, Nevada from March 31st to April 2nd, 2025, with workshops happening on March 29th, 30th, and April 3rd. This year’s conference promises an exciting lineup of speakers, informative sessions, and valuable networking opportunities to help you attain the full potential of Microsoft Fabric. Register now for Microsoft Fabric Community Conference 2025 and secure your spot.

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3 Real-World Customer Case Studies on Migrating ETL to Cloud https://www.bitwiseglobal.com/en-us/blog/3-real-world-customer-case-studies-on-migrating-etl-to-cloud/ https://www.bitwiseglobal.com/en-us/blog/3-real-world-customer-case-studies-on-migrating-etl-to-cloud/#respond Thu, 21 Sep 2023 09:34:30 +0000 https://www.bitwiseglobal.com/en-us/?p=47084 In this overview, we delve into three compelling case studies that exemplify the successful migration of legacy ETL workflows to cloud-based solutions. These ETL migrations not only address the challenges posed by aging ETL systems but also unlock the potential of the cloud to enhance scalability, flexibility, and performance.

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ETL Migration Case Studies

1. Accelerated SSIS ETL Migration to Azure Data Factory

In this case study, Bitwise demonstrates how they assisted a client in migrating their existing SSIS ETL workflows to Azure Data Factory (ADF). The challenge was to ensure a seamless transition while optimizing performance and ensuring data integrity. Bitwise leveraged their expertise in both SSIS and ADF to streamline the ETL migration process. By rearchitecting and redesigning ETL workflows to fit the cloud-native ADF environment, they achieved increased scalability, flexibility, and reduced maintenance efforts. The success of the migration resulted in improved ETL performance and the client’s ability to harness the power of the cloud for data processing.

2. Migrate Legacy Informatica ETL Code to AWS Glue

This case study highlights Bitwise’s proficiency in migrating legacy Informatica ETL code to AWS Glue, a fully managed ETL service on Amazon Web Services. The client aimed to modernize their data processing by adopting cloud-based technologies. Bitwise tackled the migration by analyzing the existing Informatica workflows and transforming them into AWS Glue jobs. This involved optimizing the ETL logic to align with Glue’s serverless architecture, which offers benefits such as automatic scaling and cost efficiency. The successful ETL migration enabled the client to continue their data processing seamlessly in the cloud while taking advantage of AWS Glue’s capabilities.

3. Automated ETL Migration from DataStage to Azure Data Factory

In this case study, Bitwise showcases their expertise in migrating IBM InfoSphere DataStage ETL workflows to Azure Data Factory. The client’s goal was to transition from an on-premises DataStage environment to the cloud for enhanced agility and scalability. Bitwise facilitated the migration by thoroughly understanding the existing DataStage workflows and transforming them to fit the cloud-based ADF architecture. By utilizing its proprietary automation tools, Bitwise ensured a smooth transition without compromising data quality or performance. The outcome was a successful ETL migration that allowed the client to harness the benefits of cloud-based data processing with a solution architecture that minimizes Azure costs.

Using Automation to Accelerate ETL Migrations to Cloud

Considering the complexity of ETL jobs developed over time in legacy systems and the incompatibility between those systems and cloud-native services, a completely manual approach is generally not feasible to deliver successful migration projects. That’s why automation has emerged as a key enabler in the process of migrating ETL workflows to cloud-based platforms.

Automation plays a pivotal role in reducing manual effort, mitigating risks, and ensuring consistency during complex migrations. For example, Bitwise’s ETL Converter tool provides a systematic approach to transforming existing ETL logic, enabling it to seamlessly align with the requirements of cloud-native platforms. By automating much of the conversion process, organizations can achieve faster and more accurate migrations, reducing downtime and minimizing disruptions to critical data processing workflows.
Moreover, validation utilities contribute significantly to the reliability of these ETL data migrations. They help in verifying the accuracy and integrity of migrated data, ensuring that the transformed workflows continue to produce reliable results in the new cloud environment. This not only boosts confidence in the migrated solution but also reduces the chances of data discrepancies or inaccuracies post-migration.
The successful application of migration tools such as the ETL Converter and validation utilities underscores Bitwise’s commitment to delivering efficient and reliable migration solutions. By embracing automation, organizations can expedite the migration journey, reduce manual intervention, and maximize the benefits of cloud-based data processing.

Conclusion

In conclusion, the evolution of businesses in the digital era has spotlighted the critical role of data management and processing in shaping effective decision-making and operational efficiency. Traditional ETL systems like SSIS, Informatica, and IBM DataStage have long been instrumental in data integration and transformation.However, the rapid strides in cloud technology have ushered in new horizons for organizations to enhance their data processing capabilities.

The three real-world customer case studies presented here exemplify the successful migration of legacy ETL workflows to cloud-based solutions. These migrations not only address the challenges posed by aging ETL systems but also tap into the immense potential of the cloud to augment scalability, flexibility, and performance. Check out our automated ETL migration page for a complete solution overview.

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