From dev to prod, without any rewrites
Ship reproducible ML pipelines with less rework, less infra pain, and full flexibility over your stack.
Endless ways to create reproducible ML pipelines
Explore real-world workflows you can ship today—powered by xorq’s flexible, engine-agnostic design.
Anomaly detection in real-time logs
Stream ingest logs into Redpanda, run feature extraction with pandas-on-Ray, and push suspicious patterns to an alerting system—without switching tools.
Risk model experimentation
Build a credit risk scoring pipeline with modular steps for training, validation, and deployment—toggle between local and Databricks for speed vs scale.
Customer segmentation at scale
Ingest behavioural clickstream data with Snowflake, enrich it with marketing attributes from BigQuery, and train customer LTV models using PyTorch.
Clinical trial harmonization
Aggregate and normalize trial data from multiple hospital systems using Spark, then run validation checks in DuckDB—all in a single, reproducible pipeline.
Composable
Finally, a composable pipeline you don’t need to rewrite for production.
xorq lets teams define reusable pipelines once, then run them across environments and engines—without duplicating effort or introducing errors.
observability
Scale confidently with observability and smart execution built in.
With caching, lineage, and cross-engine execution, xorq pipelines can be debugged, audited, and optimized—without adding external tools.
"The Xorq framework greatly simplified our ML pipelines, improving performance 10x and reducing the compute and storage resources required to run them."
Get started with Xorq
Start yourself or request your free build.
Install Xorq
Spin up your first Xorq engine in minutes—locally or in the cloud.
Request a demo
Not sure where to start? We’ll build your first xorq pipeline—free. Tailored just to your stack, your use case, and your goals.
Start with a template
Start with a pre-built pipeline tailored to real-world ML tasks—modify it, run it, and make it yours in minutes.
More ways to use xorq
Better ML pipelines.
Launched anywhere.
Try xorq today, or request a walkthrough.
