Playbooks

The best software starts as an internal tool

AWS started as Amazon's own infrastructure. Gmail started as a Google engineer's side project. Slack started as a gaming company's internal chat. The best products often emerge from solving your own problem — and the AI workflow you build for your team might be the same shape.

Privacy Act, AI, and your customer data — what AU SMEs need to know

Most AU SMEs do not know what happens to customer data when it is sent to Claude or ChatGPT. Here is the practical version of the rules, the questions to ask any AI vendor, and the three patterns we use to keep client data out of training pipelines.

How an architecture practice cut planning research from 4 hours to 20 minutes

An Australian architecture practice was spending three to four hours per property on feasibility research. Here is the solution they bought, and what changed once they used it.

How we scope an AI automation project

Most AI projects fail in scoping, not delivery. Here is the 30-minute call we use, the 5 questions we always ask, and what comes after.