Data as a Decision Infrastructure
Data as a Decision Infrastructure.
Data as a Decision Infrastructure
Dimensional Drift In Analytics
Dashboards don't break when business logic shifts — they just stop telling the truth. Dimensional drift is how analytics loses executive trust without a single…
4 min read · Published

Data as a Decision Infrastructure
Data Modeling Strategy Without Use Cases Fails
Most data models are built without a clear decision to serve. Anchor every modeling project to a specific business judgment call — or stop the project.
4 min read · Published

Data as a Decision Infrastructure
Why Data Observability Comes First
AI amplifies data defects at machine speed. Without observability across freshness, lineage, and validation, your platform can't prove its own health — and…
4 min read · Published

Data as a Decision Infrastructure
Data Mesh Governance for Federated Delivery
Decentralising data ownership without enforcing shared contracts produces fragmented pipelines and inherited blame. Here's how federated governance keeps…
4 min read · Published

Data as a Decision Infrastructure
Useless Executive Dashboards KPI Graveyard
Most executive dashboards become wallpaper the moment lived reality contradicts the numbers. Here's how to build decision infrastructure leaders actually trust.
4 min read · Published

Data as a Decision Infrastructure
Agile MDM That Ships Value Before The Program Stalls
Most agile MDM programs die as governance theatre before they touch a single decision. Here's how to ship real value by anchoring every sprint to one painful…
4 min read · Published

Data as a Decision Infrastructure
Cost Aware Architecture for Business Outcomes
Every query has an owner, a purpose, and a price. Cost aware architecture moves warehouse spend out of overhead and into product-level accountability — so…
4 min read · Published

Data as a Decision Infrastructure
Copilot access controls: Fixing M365 Oversharing
Copilot doesn't leak data — it surfaces what you already gave away. Before you enable M365 Copilot, fix the access creep and stale permissions underneath it.
7 min read · Published

Data as a Decision Infrastructure
Metadata Catalog for Humans and Machines
Most metadata catalogs become corporate attics — visited only when risk wants screenshots. Here's how to build one shelf that analysts trust and AI agents can…
4 min read · Published

Data as a Decision Infrastructure
Data Governance for AI Starts Before the First Prompt
AI hallucinations aren't a model problem — they're an ingestion problem. Governance that runs before the first prompt is the only kind that actually works.
4 min read · Published
