Fractional Data Architect
Book a discovery call →

Model

76 posts filed under Model.

Nov 6, 2026 Organizational Dynamics

The Data Backlog Nobody Prioritizes

Every sprint planning I sit in ends with the same item: the data fix.

Read →
Nov 5, 2026 Fractional & Leadership

The Engagement That Started As A 10-Day Review

The brief says the dashboards are slow. Day five usually finds the reason nobody asked about.

Read →
Nov 4, 2026 Technical Debt & Economics

Your Data Debt Isn't Technical

Most of the data debt I see at 40-person companies is three definitions of 'customer' written in SQL.

Read →
Oct 22, 2026 Organizational Dynamics

The Dashboard Nobody Trusted

When finance keeps a shadow spreadsheet next to the official dashboard, the spreadsheet is usually right.

Read →
Oct 17, 2026 Data Architecture & Strategy

The Three-Layer Rule For Small Teams

I've seen five-person data teams with six warehouse layers. Nobody could say which one finance reads.

Read →
Oct 13, 2026 Technical Debt & Economics

The Rebuild Cost Curve

Every quarter the wrong data foundation stays in place, more of the business gets built on top of it.

Read →
Oct 12, 2026 Platform & Velocity

Startup Stack Vs Scale-Up Stack

About half the data stack that got you to 25 people won't make it to 80. You can guess which half now.

Read →
Oct 11, 2026 Data Architecture & Strategy

Postgres Or A Real Warehouse First

Postgres can probably carry your analytics longer than you think.

Read →
Oct 3, 2026 Organizational Dynamics

DE Role Evolution 2026

If a model writes the pipelines, I don't know yet where your juniors learn why pipelines break.

Read →
Oct 1, 2026 Data Architecture & Strategy

Semantic For Unstructured First

Most AI data problems I see start in a column called payload, long before any embedding.

Read →

Want expert eyes on your data architecture?