Solutions · On Databricks
Deliver a decentralised data platform on Databricks.
Give domain teams ownership of their data products without rebuilding ingestion, transformation and quality controls for every source. LakeLogic brings one contract-driven approach, from design and testing to delivery and monitoring.
What you get
6 capabilities
LakeLogic Studio designs it
domains, contracts and pipelines; test changes and generate a reviewable Databricks project
LakeLogic Core runs it
executes the contracts on Databricks with PySpark: ingest, transform, validate and materialise
The LakeLogic Platform watches it
governance checks on every pull request; reported quality and service levels over time
A catalog per domain
each domain publishes into its own Unity Catalog catalog; products that span domains live in a shared one
Bad rows quarantined, not lost
rows that break a rule are held with the reason, before they reach a Gold table
Already on Databricks? Govern it in place
metadata only: table names, schemas, lineage and row counts, never row values
How it works
3 steps
Design
Model domains, contracts and pipelines in LakeLogic Studio, and test them on generated data.
Deliver
Studio opens a pull request with the Databricks bundle. Governance checks review it before it merges.
Run and monitor
Core runs the contracts in your workspace. The Platform tracks quality and service levels, and Zeus diagnoses failures.
Explore a working data mesh.
Synthetic reference project
Different sources shouldn't mean a different engineering approach every time. RideFlow shows LakeLogic standardising ingestion, transformation, validation and materialisation through data contracts.
A realistic mix of CSV, JSON, PDFs, images and Word documents runs through batch and streaming pipelines into domain-owned data products across seven domains. It deploys with one Databricks bundle; you need permission to create catalogs.
Deliver your Databricks platform with contracts.
See LakeLogic design, deliver and monitor a decentralised Databricks platform: domains, contracts, governance checks and Zeus, with your data staying in your workspace.