Streaming and batch pipelines, lakehouse architecture, governance.
What this actually involves
Analytics and AI both fail for the same reason: the data underneath is late, wrong or unexplained. We build the ingestion, modelling and quality layers that make everything downstream possible.
Lineage and contracts are not paperwork. They are what lets you answer, at speed, the question an auditor or a regulator will eventually ask.
Ingestion at scale
Streaming and batch, with backfill and replay as first-class operations.
Lakehouse modelling
Bronze-silver-gold layering with tested, documented transformations.
Data contracts & quality
Schema enforcement at the boundary and failing tests that block promotion.
Lineage & governance
Column-level lineage, retention policy and access control.
What lands in your repository
Every engagement ends with artefacts your team owns — not a slide deck describing artefacts your team could have owned.
- Ingestion and transformation pipelines
- Data quality test suite
- Column-level lineage graph
- Governance and retention policy
A short conversation with an engineer, not a sales qualification call. If we're the wrong people for it, we'll say so and point you somewhere better.