Aiwyn Powers Scalable Data Integration with Thousands of Real-Time Flows Using Etlworks.
Introduction
Aiwyn, a leading AI-driven revenue management platform for professional services firms, needed a scalable solution to integrate data from hundreds of SQL Servers, files, and API-based sources into cloud destinations like Google Cloud BigQuery. With Etlworks, they implemented thousands of near real-time flows and leveraged custom features, such as centralized templates and high-watermark replication, to simplify operations. Their choice of Etlworks was solidified by its unmatched flexibility, performance, and exceptional support.
The Challenge
Aiwyn faced several critical challenges as they scaled their platform:
Real-Time Data Requirements: Streaming database changes in near real-time to various destinations was essential.
Diverse Data Sources: Integrating data from hundreds of SQL Servers, files, and APIs into a centralized system.
Efficient Maintenance: Simplifying updates across hundreds of pipelines without disrupting operations.
Custom Workflow Needs: Handling unique scenarios and “curveballs” with minimal effort and flexibility.
After evaluating multiple competitors, Aiwyn needed a cost-effective and robust solution that could meet these demands while offering unparalleled support.
Why Etlworks
Aiwyn chose Etlworks because of its unique ability to handle their complex requirements:
High-Watermark Replication: Allowed pipelines to process incremental changes efficiently, ensuring scalability.
Centralized Templates: Enabled rapid updates across hundreds of flows with a single click, drastically reducing maintenance overhead.
Unmatched Flexibility: Adapted to Aiwyn’s unique workflows and accommodated unexpected challenges easily.
Exceptional Support: Delivered fast and reliable technical assistance, with features and fixes implemented in days or less.
Cost-Effectiveness: Provided a powerful solution at a reasonable price point compared to competitors.
The Solution
With Etlworks, Aiwyn built a powerful and efficient data integration framework:
Thousands of Real-Time Flows: Integrated diverse data sources like SQL Servers, files, and APIs into destinations like Google Cloud BigQuery.
Optimized Data Processing: High-watermark replication ensured efficient handling of large datasets.
Centralized Templates: Simplified pipeline updates, requiring minimal effort to deploy changes across hundreds of flows.
Custom Features: Collaborated with Etlworks to add enhancements tailored to their workflows.
Results
Real-Time Integration: Successfully managed thousands of near real-time flows with high performance and reliability.
Simplified Maintenance: Centralized templates and custom patch functionality reduced manual effort for pipeline updates.
Unmatched Support: Etlworks delivered rapid responses and feature implementations, ensuring seamless operations.
Scalable and Cost-Effective: A flexible and robust solution that grows with Aiwyn’s needs at a competitive price.
Customer Quote
Chris Furlong, CTO, Aiwyn:
“I needed a solution that facilitated streaming database changes in near real-time to a variety of destinations. It also had to be flexible enough to handle a multitude of curveballs in a straightforward way.
After evaluating virtually each of Etlworks’ competitors, it became increasingly clear that their solution had everything I needed while maintaining a reasonable price point. Beyond that, their technical support—both during the sales process and following—was unparalleled.
They have consistently responded to any inquiry or question with nearly no lag time and have been immensely helpful. In the rare event that I run into a software defect (even if it’s not in their software) or require a new feature to accommodate my workflow, it has consistently been delivered in a matter of days (or less).
In my experience as a CTO, I’ve worked with a large number of vendors, and Etlworks is without a doubt in the top tier. Beyond the phenomenal support, the application itself has worked great, and I couldn’t recommend it any more highly.”
Key Takeaways
Scalable Real-Time Integration: Managed thousands of near real-time data flows, ensuring up-to-date insights.
Flexibility for Complex Workflows: Adapted to unique scenarios and provided robust support for various data sources.
Centralized Management: Streamlined updates across hundreds of pipelines with a single click.
Exceptional Support: Delivered unparalleled technical assistance and rapid feature implementations.
Cost-Effective Scaling: Provided an efficient, scalable solution at a competitive price.
Ready to tackle your most complex data challenges? Discover how Etlworks can transform your data integration workflows. Start your free trial today or request a demo.
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