My Field Notes - Data & AI
Bjørn BroumField notes from where data, organizations and decisions intersect. Thinking on data strategy, governance, platform architecture and AI, always from the side of the organization rather than the technology. Not finished arguments. Tested ones.
| Platform |  | Pricing | Only free issues | Publishes | Daily |
|---|---|---|---|---|---|
| Issues | 184 | Subscribers | Read | bbroum.substack.com |
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Latest Issues
Recent posts by this newsletter. Browse the email archive.
The Alignment Theater
Six weeks after a stakeholder workshop, a domain leader cannot recall what was decided. This is not a failure of memory. Nothing in their measurement system asked them to remember. The workshop produced alignment artifacts: documents, sign-...
The Speed Illusion
Most data organisations are output-focused. They measure delivery: models shipped, dashboards built, pipelines deployed. They know they should be outcome-focused instead, measuring whether decisions change and whether the business operates ...
The Contract Is the Architecture
A data contract written after the architecture is built is not a contract. It is a record of what already happened. Most organisations treat contracts this way: as documentation, a description of what the architecture does, written once the...
Why Semantic Drift Is a Leadership Problem, Not a Technical One
> When two parts of an organisation define the same concept differently, the instinct is to convene a working group. The working group is addressing the symptom. The cause is a measurement system that rewards local delivery and records noth...
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Authors
The writers behind this newsletter.
Data strategist and enterprise architect. I write about why data strategies fail, what governance actually requires, and where human judgment stays irreplaceable as AI takes on more of the load.
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