Solution
data-governance
6 articles on data-governance.
Monte Carlo vs Soda vs Great Expectations
An honest 2026 read on the data observability stack: Monte Carlo, Soda, Great Expectations, Elementary, and when DIY still beats them all.
Your AI Agents Need a Metadata Layer First
Two enterprise stories on why the metadata and semantic layer is the prerequisite for AI agents that actually work — and what to fix in 90 days.
Customer 360 Without MDM Is Cosplay
Most Customer 360 projects skip identity resolution and ship a dashboard that only looks unified. Here's why MDM is the layer that decides whether it works.
Data Lake or Data Swamp: 3 Failure Modes
Most data lakes drift into swamps within 18 months. A practitioner's breakdown of three failure modes — zones, governance, lifecycle — and the fixes.
Serverless MDM: Lambda + Postgres on AWS
A production MDM pattern with Lambda + RDS PostgreSQL. Multi-ERP canonicalisation, ledger-hit caching, sub-50ms enrichment - without Profisee or Tamr.
Hybrid Row-Level Security: AWS + Power BI
How we wired Azure AD identities to AWS Lake Formation to Power BI - with row-level security that keeps field, regional, and exec reports distinct.