If you’ve navigated the world of enterprise analytics, you’re familiar with the classic database balancing act. For too long, the quest for high-speed computations and robust storage often meant grappling with tightly coupled systems. As ConverSight’s user base and data volumes expanded, we, like many, found that traditional approaches and even some first-generation cloud solutions could become cost-prohibitive and inefficient, especially when scaling or dealing with diverse data demands. This drove us to a transformative decision: to architect a unique serverless query abstraction layer, engineered for performance, true data source independence, comprehensive data solutions, and superior cost-effectiveness.
The Lingering Limitations: Beyond Traditional Compute and Storage Bottlenecks
In many setups, the tight coupling of compute and storage means scaling everything together – a recipe for escalating costs and wasted resources. While the industry has made strides with serverless data warehouses, a significant challenge often remains: effectively and economically leveraging data already residing in existing relational databases (RDBMS) or rapidly growing data lakes, or even building a modern data foundation from scratch without excessive complexity.
ConverSight’s Innovation: A Flexible, High-Performance, Cost-Effective Serverless Ecosystem
Our Serverless DB vision at ConverSight is built on genuine separation of storage and compute, offering unparalleled flexibility. For customers embarking on their modern data journey or those seeking a turnkey solution, ConverSight itself provides a fully managed, high-performance serverless data lake and database environment. This is built on open standards like Delta Lake, ensuring you get a robust, transactional, and scalable storage layer right out of the box, without needing to manage the underlying infrastructure.
Simultaneously, and crucially for many organizations with established data ecosystems, our architecture excels at connecting to your existing data. When interacting with your established data lakes, we champion these same open standards. So, if you’ve already adopted Delta Lake, our engine integrates seamlessly. This isn’t about forcing you into another proprietary silo; it’s about enabling you to leverage the data you already have, in formats you control, or providing a best-in-class foundation if you’re building anew.
The real magic unfolds in our abstracted serverless compute layer. This engine, largely built using Rust and leveraging the power of Apache Arrow DataFusion, is the cornerstone of our cost-effective strategy. Rust delivers memory safety and blazing-fast performance with minimal overhead, while DataFusion provides an extensible query execution framework. Critically, whether your data resides in a ConverSight-managed Delta Lake, your own existing Delta Lake tables, other data lake formats, or directly within your traditional relational databases (RDBMS) like Oracle, SQL Server, PostgreSQL, MySQL, and others, our high-performance compute engine efficiently queries it where it lives.
This approach means we can allocate the precise amount of computational power needed, on-demand, offering significant cost savings compared to persistently running servers or less optimized cloud solutions.
Why Serverless DB Matters for You – The ConverSight User:
Our versatile serverless architecture, underpinned by these technology choices, translates into tangible benefits:
- Ultimate Flexibility: Choose to build your data lake with us or connect to your existing data landscape – ConverSight adapts to your needs.
- True Scalability: Dynamically scale your analytics capabilities across all connected or managed data sources.
- Blazing Speed & Stability: Experience smooth, rapid performance thanks to our Rust-powered compute engine.
- Tenant Isolation & Data Source Respect: Each tenant gets its own optimized experience.
- Unprecedented Cost Efficiency: Pay only for the compute you use. Our lean, Rust-based serverless DB engine significantly reduces overhead, making sophisticated analytics more affordable.
- Unified Data Access & Openness: Leverage your data without complex ETL or data duplication. Our commitment to open standards means greater flexibility and no vendor lock-in.
What’s Next?
We’re relentlessly focused on enhancing this vision. Support for Apache Iceberg is firmly on our roadmap, further expanding our commitment to open table formats and giving you even more choice. We are also continuously optimizing our Rust/DataFusion query engine for even greater performance and cost-efficiency, alongside developing customer-specific compute options for ultimate flexibility, whether you’re using our managed services or connecting your own.
For us at ConverSight, this shift was about delivering a genuinely flexible, cost-effective, and powerful analytics experience. Whether you’re building a new data foundation with us or seeking to unlock the value in your existing systems, our serverless architecture makes ConverSight more intelligent and removes limits.
And trust me, we’re just getting started.
Ready to transform your data foundation with ConverSight? Learn More!
