Tag: governance

2 entries tagged "governance" — 2 posts, 0 links.

Posts

Mar 8, 2026 — 7 min — Systems Notes

Why Data Platforms Fail as Systems, Not Tools

A data platform failure pattern where tool replacement looked like the fix, but the real problem was ownership, release discipline, metric mismatch, and governance outside the workflow.

Outcome: Reframed platform recovery around ownership contracts, operating metrics, and release discipline so teams could fix the system instead of replacing another tool.

data platform systems design organizational design governance engineering

Jan 12, 2026 — 5 min — Platform & AI

Compliant GCP Platform Playbook for Analytics and ML

A sanitized GCP platform case study where compliance, analytics delivery, and ML feature access had to be designed as one release path instead of three disconnected workstreams.

Outcome: Reduced governed dataset onboarding from weeks to days in the sanitized pattern while preserving auditability, cost visibility, and promotion rules for analytics and ML use cases.

gcp bigquery governance analytics ml

All tags