stocklings.co.uk / data
Data architecture & engineering
Platforms that hold up under real load.
Lakehouse and warehouse design, pipeline architecture and data modelling on Azure and Databricks — built by the person who designed it.
Services
What an engagement in this practice typically covers.
/data/01
Platform architecture
Medallion/lakehouse design, storage and compute layout, cost and security posture.
/data/02
Pipeline engineering
Batch and streaming ingestion, orchestration, idempotent and testable transformations.
/data/03
Data modelling
Dimensional and domain models that survive contact with the business.
/data/04
Governance & quality
Lineage, contracts, quality gates and the boring controls that keep audits short.
Deliverables
What you own when the engagement ends.
01
Architecture decision records
02
Working pipelines with tests and CI
03
Data model and dictionary
04
Cost and performance baseline
05
Runbook and hand-over
// who this suits
Organisations with a data platform that grew organically and now needs an owner — or a greenfield build that must be right first time.
// contact