The realistic cost structure of an AI project in Australia and the factors that drive it up or down.
dgm is an independent osFoundry integration partner — not affiliated with osFoundry’s maker (OS LLC), and dgm has no completed client integrations yet.
There is no single price for ‘AI’ — the cost of an AI project in Australia depends on scope, data, integration and how you run it. Here is the realistic structure.
| Item | Detail |
|---|---|
| Scoping & design | Defining the use case and success measure |
| Build & integration | Connecting AI to your data and systems |
| Model/usage cost | Per-token or per-compute, usage-based |
| Run & maintain | Monitoring, iteration, support |
What drives the cost
The big drivers are scope (one workflow vs many), data readiness (clean and accessible vs scattered), integration (how many systems), and the run model (managed vs self-hosted). A narrow, well-scoped first project costs far less than an open-ended ‘transform everything’ programme.
Keeping it affordable
Usage-based, bring-your-own-key tooling avoids per-seat fees and keeps cost tied to actual use — helpful for smaller Australian teams. osFoundry is a model-agnostic, bring-your-own-key (BYOK) AI orchestration platform — usage-based pricing with no per-seat fees, local-first and self-hostable, with per-region data pinning (US, EU or Japan) or deployment into your own cloud.
Funding offsets
The R&D Tax Incentive can offset a share of genuinely experimental AI work, and grants such as the Industry Growth Program or CSIRO Kick-Start can help — see our funding guides. Third-party pricing varies by plan and changes often — check the official pricing page for current figures.
Where dgm fits
dgm is an independent integration partner that helps Australian businesses adopt osFoundry — scoping a first use case, handling the build, and connecting AI to the systems you already run. dgm is independent of osFoundry’s maker (OS LLC) and has no completed client integrations yet, so everything described here is a service offered, not a past result. If you want to scope a practical first project, dgm can help you map it out.