Domain mapping
Name the real business entities, ownership points, and trust rules before moving data around.
Output: domain model and lineage map.
focus
Data Modernization builds the governed data layer AI, reporting, product, and operations all lean on.

what gets shipped
Name the real business entities, ownership points, and trust rules before moving data around.
Output: domain model and lineage map.
Replace brittle extracts with governed pipelines, observability, and cutover controls.
Output: production pipeline and quality checks.
Create the warehouse, marts, and reporting contracts teams can use without reopening every number dispute.
Output: trusted reporting spine.
launches
An analytics plan with architecture, data models, integration guidance, and specs a delivery team can work from.
A reusable install path for shared agent skills across multiple coding agents and repositories.