Signal over
noise.
Experiments, opinions and implementation lessons from using AI where results actually matter.
How to write an AI decision brief that people can act on
A practical structure for moving from a broad question and scattered sources to one recommendation with visible confidence.
An AI research workflow for synthesising sources without losing the evidence
Use AI to speed up research synthesis while keeping the original sources, claims and gaps visible.
How to evaluate AI tools before they become another unused subscription
A decision framework for testing AI tools against the work, constraints and outcomes that actually matter.
A tool stack is not a strategy
Buying more AI software rarely fixes an unclear process, missing ownership or weak customer understanding.
AI does not remove the need for positioning
When everyone can generate competent output, clarity about what you stand for becomes more valuable.
The hidden cost of AI convenience
The fastest answer can still be expensive if nobody checks its assumptions, sources or consequences.
The operating loop beats the perfect prompt
Why durable inputs and feedback cycles matter more than collecting prompt templates.