Data Platforms
The plumbing your AI programme needs before anyone asks about AI.
Data Platforms
The plumbing your AI programme needs before anyone asks about AI.
DELIVERABLES
Warehouse architecture and migration plan
Ingest and transformation pipelines with tests
Data contracts between producers and consumers
MLOps foundation ready for model deployment
ENGAGEMENT PHASES
The process moves through three distinct phases:
Assess: Where data lives today; what is trusted, duplicated, undocumented.
Rebuild: Warehouse, pipelines, contracts and semantic layer by domain
Govern: Lineage, quality monitors, access controls and runbook.
ESTIMATED TIMELINE
4-6 weeks for first domain