Practice

Data

How we build trustworthy data foundations for clients — principles, services, current backlog, and the cadences that keep the practice moving.

Principles

  • We model the business first, the warehouse second.
  • We make freshness, lineage, and ownership visible by default.
  • We prefer one source of truth and many views over many sources of "truth".
  • We treat dashboards as products — with owners, SLAs, and a retirement plan.

Services

Warehouse Foundations

Stand up or rebuild the core warehouse — ingestion, modeling, tests, docs — so analysts can move without guessing.

Analytics Engineering

Embedded analytics engineers who turn ad-hoc SQL sprawl into a maintained, documented model layer.

Metrics Layer

Define the canonical business metrics and instrument them so every team reports off the same numbers.

Data Platform Review

Diagnose where the platform is leaking trust, cost, or speed and produce a sequenced remediation plan.

Cadences

  • 9:30am Wednesdays Practice standup
  • 2nd Fridays Practice review
  • Thursdays Office hours