Tasmanian public-sector constraints we plan for
Procurement timelines, record-keeping duties, and data residency concerns shape how we scope AI-assisted internal tools for government-adjacent teams.
Continue readingField Notes
Field Notes
Practical writing on AI-assisted internal tool development — decisions, failure modes, and interview habits from the consulting floor.
Human review queues are a product decision
If your AI-assisted internal tool has no named review queue, you have not finished the design — you have postponed an argument.
Continue reading
Interview habits that keep AI fitness reviews honest
How we structure stakeholder interviews so AI-assisted tool briefs reflect the people who do the work, not only the sponsors funding it.
Continue reading
When a spreadsheet is still the right internal tool
AI assistance is not a promotion for every process. Here is how we decide when a well-governed spreadsheet beats a model-backed application.
Continue reading