GitData.AI is an open source team to build cost-effective at scale MLOps platforms which enable data engineering teams to automate complex pipelines with sophisticated data transformations deeply intertwined with the data itself.
We take the unique composable modular approach to build the entire MLOps platform:
- JZFS / JZDB: Git-like version control filesystem and database for data lineage tracking.
- JZFlow: Parallelized processing of multi-stage, language-agnostic pipelines with data versioning.
- JZConsole: Intuitive visualization of directed acyclic graph (DAG) and aids with debugging and reproducibility.
GitData.AI delivers the ultimate CI/CD/CT engine for MLOps.