Trusted by builders, modernizing mission-critical systems
The Missing Layer Between Data and AI
Data Engineering has been the bottleneck.Now, it’s your advantage.
Build faster with confidence
AI handles the data transformations and pipeline plumbing - your team verifies the results in SQL they already know.
Prove correctness before production
High-fidelity data flow simulation replays real production scenarios against your logic. Verify outcomes before stakeholders or auditors ever see them.
Eliminate Day 2 maintenance headaches
Autonomous troubleshooting, blue-green deployments, and integrated observability reduce operational risk and cost.
Modernize legacy systems without disruption
Native CDC ingestion and automated schema alignment sync legacy databases in real time without brittle integrations.
"DataSQRL accelerated our vision for building an elite program. What we expected to take years came together in a matter of months, transforming our data into a fully functioning system that will move us well ahead of schedule. This foundation will enable us to build an AI-first baseball program positioned to compete for a College World Series, while others are still trying to figure out how to leverage their data."
Get Started Fast
Deliver in days. And keep improving.
One-week architectural blueprint
Production-ready from Day One
Focus on business logic not plumbing
Cost & Value Savings
Stop losing time to infrastructure. Start delivering measurable outcomes.
Empower your team to build with data
Multiply your output by adding expert data engineers to your team without having to hire. Get high-quality data products guaranteed.
Reduce operational and licensing costs
Eliminate fragile toolchains, custom glue code, and redundant subscriptions with a unified platform.
Prevent expensive modernization failures
Deterministic verification and production feedback loops reduce unforeseen complications that derail projects.
Run Your Data Platform Like a Seasoned Operator
Production confidence built in.
Total Visibility
Automated lineage, version history, and integrated observability provide full transparency across systems.
Enterprise Security
Native integration with your identity provider (JWT/OAuth), granular access control, and secure BYOC deployment.
Autonomous Optimization
An intelligent execution optimizer guarantees scalability and sub-second performance.
Open, No Lock-In Architecture
Deploy to a standard, auditable stack, including Flink, Kafka, and Postgres, integrated with your Git and CI/CD workflows.
Industry and Use-Cases
Whatever you’re modernizing, you’re in the right place.
Risk & Compliance
Deliver fraud detection, reporting, and audit systems that withstand regulatory scrutiny.
Customer 360
Unify fragmented data into operational intelligence that powers engagement and revenue growth.
Operations & Monitoring
Deploy real-time monitoring, alerting, and automation that keeps mission-critical systems stable.
Testimonials
Enterprises who automate their data platform with DataSQRL.
How does it work
DataSQRL guarantees correctness where coding agents fall short.
World Model for Data Transformation
DataSQRL uses a world model to provide a coherent conceptual model and guardrails for generative AI.
Deterministic Correctness Verification
Compile-time verification and automated end-to-end tests. Replay production scenarios to enforce reliability and consistency.
Autonomous Operations
DataSQRL closes the feedback loop between development and operations through deep instrumentation enabling AI to effectively optimize and troubleshoot autonomously.
Your AI is only as good as your data
Ship production-ready data products in days. Guaranteed for life.