AIQYDATA

Insights

Essays onthe craft of intelligent systems.

Short pieces from the team, published only when we have something worth saying.

Essay

March 2026

The report is not the point

Reporting is what happens when nobody was clear about the decision. A short argument for building systems around choices, not artefacts.

6 min readRead essay

Field notes

February 2026

What a semantic layer is actually for

Not middleware. Not a chart tool feature. A shared vocabulary for the numbers your organisation is willing to defend.

8 min readRead essay

Applied AI

January 2026

Retrieval is boring, and that's why it works

The most useful AI systems we've shipped this year look almost embarrassingly conventional. That's the point.

7 min readRead essay

Essay

December 2025

In defence of fewer dashboards

Every dashboard is a promise. Most organisations have made far more promises than they can keep.

5 min readRead essay

Operations

November 2025

Automation that survives the org chart

The internal tools that outlast reorgs share three quiet properties. None of them are technical.

6 min readRead essay

Field notes

October 2025

Metrics you can lose sleep over

A short taxonomy of the numbers worth watching, and the numbers that only look worth watching.

4 min readRead essay

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