How we use AI

Drafts by AI. Judgement and signature by your adviser.

Plain facts, so you know what the tools do, what a person does, and where your data goes.

What AI does

Code analysis, dependency auditing, and first drafts of specifications, findings and user stories. It makes the first pass fast and thorough.

What your adviser does

Sets the scope and the rules the tools work to, checks every finding, makes every judgement and signs every deliverable. Nothing reaches a client that your adviser has not read.

Who sets the rules

Your adviser writes and maintains the rules, guardrails and specifications that every code review agent, and every other AI tool used in the process, works to: what it may read, what it must check, what it must flag, and where it must stop and hand back to a person. Those instructions are reviewed before each engagement and apply at every stage, from the first code scan to the final draft.

Client data

Held only in approved zero-retention enterprise tooling, and never used to train models. TODO: name the tools and data locations

Regulatory review

Every deliverable passes a regulatory review against a maintained register of Australian rules before sign-off, and records which rules were checked. The register was last checked 13 October 2026.