AI consulting · Engineering · Training — Newcastle NSW
AI that does
real work.
Quoting, paperwork, reporting, answering from your own documents — we design, build and run AI systems that take genuine hours out of your business, engineered like production software. And when your data is sensitive, we build it private — hosted on your premises or in Australia.
Fixed prices·Production systems, not demos·Sovereign hosting available
What we put AI on
The work that eats your week.
Document intelligence
Search, summarise and draft from your own files — contracts, case notes, manuals, job records — with answers that cite their source.
Admin automation
Quotes, intake forms, follow-ups, invoicing chase-ups and rostering drafts handled automatically, with a human sign-off where it matters.
Customer communication
Email triage, drafted replies in your voice, and after-hours enquiry handling that never invents a promise you didn’t make.
Reporting & analysis
Weekly reports compiled from the systems you already run — jobs, sales, site data — delivered readable, not as another dashboard.
Bespoke tools
The oddly-shaped thing specific to your operation that no off-the-shelf product does. We build small, sharp tools around your workflow.
Team capability
Hands-on training so your staff use AI well — and safely. What goes in public tools, what stays private, and how to get real output.
Our specialisation
Sensitive data? We build AI
that never leaves the building.
Client files, records, contracts, IP — some data shouldn’t go anywhere near a public chatbot. Our sovereignty practice builds the same capability on hardware you control: open-weight models, self-hosted, Australian-resident.
Optional — plenty of our work runs happily in the cloud.
What we do
From first audit to a system you own.
AI audit & roadmap
We map where AI genuinely pays off in your operation — and where it doesn’t. You get a written plan: systems, costs, and a clear line between what can use cloud tools and what should stay private. Fixed price, no obligation to build with us.
DetailBuild & integration
We build it: the right model for the task, retrieval over your documents, integrations with the software you already run. Tested against agreed measures before anyone relies on it — because it’s production software, not a demo.
DetailTraining & operations
Your team learns to drive it in hands-on workshops, in plain English. Then we keep it sharp — monitoring, upgrades and support retainers, so the system improves as models improve.
DetailHow it runs
Four stages. No surprises.
Assess
A short consultation, then a fixed-price audit of where AI pays off in your operation.
Design
System architecture, model selection, hosting plan and a firm quote — in writing, in plain English.
Build
We implement and test against agreed measures. You see it working on your real tasks before rollout.
Operate
Training for your team, then monitoring, upgrades and support. You own the system either way.
Questions
Asked often, answered straight.
What can AI actually do for a business like mine?
More than the hype suggests, in narrower ways than the hype suggests. Drafting, summarising, searching your own documents, triaging communication and compiling reports are reliably strong today. The audit exists to find which of those pays off in your specific operation — and to tell you honestly where AI isn’t worth it yet.
Do we need the sovereignty side?
Only if your data warrants it. Public and low-sensitivity work runs happily on mainstream cloud tools, and we set those up too. Where client files, records or IP are involved, we draw the boundary and build the private side properly. Most engagements end up a mix.
What does it cost?
The audit is fixed-price. Builds are quoted firm after design — typical systems land in the range of a piece of capital equipment, not an enterprise IT project. No per-seat AI subscriptions bleeding you monthly.
We already use ChatGPT — is that a problem?
For public information, no — and we’ll help your team use it better. For client data, quite possibly. Part of the audit is drawing that line clearly so the convenient tool and the compliant tool are both defined.
Newcastle NSW · By appointment
Talk to an engineer,
not a sales team.
A 30-minute conversation is enough to tell you whether AI is worth it for your operation — and we’ll say so either way.