Aiinfox vs Sydney AI consultancy: an honest structural comparison.

Three scenarios, all legitimate. First, if your engagement touches Australian Government PROTECTED-classified data or sits inside an Australian Defence supply chain, IRAP assessment is the gate and Aiinfox is not IRAP-assessed — a Sydney firm with current IRAP-PROTECTED standing is the right pick. Second, if your APRA-supervised entity's third-party risk policy explicitly requires the vendor to be APRA-eligible, Aiinfox is not APRA-supervised — a Sydney firm with the appropriate standing fits structurally. Third, if your buyer organisation requires daily in-person Sydney CBD presence as a non-negotiable. We will tell you which of those apply on the discovery call and if any do, we will recommend you stay with the Sydney shortlist.

When the named engineers you would get from us happen to be unavailable for the window you need. Our bench is deliberately small — senior-only with no junior pool — which means we sometimes say 'not for six weeks' rather than swap in a name you did not interview. The other case is when your engagement genuinely needs AEDT-morning on-call presence (real-time trading desks, retail-banking incident response) and a four-hour afternoon overlap does not close that gap. We are honest about both upfront on the first call.

Standard contract pattern, written into every Aiinfox MSA. IP assigns to you on payment — your code, your prompts, your evals, your fine-tuned weights, your data. Source lives in your GitHub organisation from commit one, not a vendor repo. Deployment runs in your AWS, Azure, or GCP account under your IAM — Australian-region pinning available when Privacy Act 1988 or APP residency requires it. Secrets live in your secret manager. India is a Berne Convention signatory; Australian courts have enforced IP clauses against Indian software vendors consistently. The legal surface is not materially different from an Australian-incorporated vendor. The architecture pattern matters more than the postcode.

A mutual NDA before any technical detail is shared. A one-page SOW with scope, acceptance criteria, timeline, and fixed AUD or USD number inside 72 hours of the discovery call. An MSA covering IP assignment, source-access terms, takeover clauses, the 30-day production warranty, and exit conditions. A DPA aligned to the Privacy Act 1988 and Australian Privacy Principles, with OAIC-evidence chains documented. Cross-border data-transfer terms aligned to APP 8. All reviewable in advance — templates sent before kickoff for your legal team to red-line.

Honestly and up-front. Aiinfox is NOT APRA-supervised and NOT IRAP-assessed. We have delivered engagements for APRA-regulated entities where the APRA CPS 234 third-party risk framework was met by the regulated entity's own controls, with Aiinfox operating as a technology supplier under documented vendor controls — APRA CPS 234 explicitly contemplates that pattern. If your APRA-regulated organisation's third-party risk policy explicitly requires the vendor itself to be APRA-eligible, that is a structural mismatch and we will tell you on the first call. For IRAP-PROTECTED data, full stop — that is a hard gate we do not currently clear, and we will recommend a Sydney firm with current IRAP standing.

On APRA-supervised banking, AUSTRAC-regulated AML/CTF, and Commonwealth-classified work, yes, somewhat — Sydney CBD firms sit inside that regulatory community and the muscle is genuinely deep. On execution-heavy Privacy Act 1988 + APP work — production RAG for an Australian SaaS, voice agents for an Australian utility, AI features inside shipping Australian fintech apps, document intelligence for an APRA-eligible-data-handler-with-its-own-controls — the gap is much smaller and often inverts because eval-first discipline and fixed-price scope governance are not the default on Sydney CBD T&M engagements. Choose on the shape of the work, honestly.

For most Australian commercial engagements, yes. The overlap runs roughly 12:30 PM to 4:30 PM AEDT every working day — four hours of live collaboration, twice-weekly demos in your AEDT afternoon, a shared Slack channel with the same engineers throughout, and async-first written updates between calls. Most Australian clients find the shape works well once they stop expecting it to mirror an AEDT-native morning standup pattern. Some teams — typically AEDT-morning on-call desks — find the gap constraining, and for those we recommend a Sydney firm. We will tell you which shape your engagement is closer to on the first call.