data-workflows

Build governed data products by orchestrating the end-to-end lifecycle through project bootstrapping, bundle composition, validation, and deployment. This framework enforces RBAC, PII tagging, and lineage tracking automatically for every data product created.

Automate data pipeline orchestration by defining a standardized JSON-based schema for ingestion workflows. Compose complex bundles including connections and transformations, validate locally, then deploy to production with full audit logging.

Schema management and lineage tracking are enforced by design through the governance framework. Every streaming data workflow automatically captures lineage, enforces RBAC, and applies PII tagging during the bundle composition and deployment phases.

Yes, you can validate data product bundles locally before production deployment. The workflow supports composing connections and transformations using a JSON-based schema, validating the bundle in your local directory, and then deploying across development and production environments.

Yes, governed data product workflows are designed for the Loxtep ecosystem. The framework orchestrates project bootstrapping and deployment across development and production instances within the Loxtep platform to ensure compliance with organizational data governance.

Use a standardized framework to eliminate the complexity of manual data pipeline orchestration. It provides consistent JSON-based bundle composition, automatic governance enforcement, and reliable deployment across environments, replacing error-prone manual processes.