Put AI to work in your business, properly.
We help businesses adopt AI in their everyday work. We find where it genuinely helps, set up the right tools, build what's missing, train your team and keep it all running.
Coldstream monitored 32 bores and eight receiving-water sites for Bellfern District Water from 2022 to 2025.P01
Every scheduled round was completed, including an approved wet-weather reschedule.P01
Data was delivered in an EQuIS-compatible format.P01
A demo of our work: a tender checked against a firm's own documents
Most businesses have tried AI. Few have it working inside the business. The hard part isn't the technology. It's knowing where AI helps, setting it up properly and getting your people to actually use it. That's what we do.
Sources: National AI Centre, AI Adoption Tracker (Dec 2025 to Feb 2026). Deloitte Access Economics for Amazon, "AI edge" small business report (Nov 2025). 15/15 is from NeolinxAI's own demo test.
Everything it takes to make AI stick.
Some businesses need a plan. Some need their team trained on the tools they already pay for. Some need something built. Most need a bit of each, and someone to keep it working.
| Workflow | Hours / month | AI fit |
|---|---|---|
| Proposals & tendersstart here | 120 | high |
| Report drafting | 90 | high |
| Client email triage | 40 | medium |
| Finding past work | 30 | medium |
| Timesheets & invoicing | 25 | low |
A tender, checked before it goes out.
One example of a workflow we've built. It reads a tender pack and a firm's own documents, flags what would get the bid excluded and drafts answers with a source behind every sentence. Hover a source to see the evidence.
A working demo with 15 problems planted on purpose. We test every workflow like this before it touches your work.
Coldstream monitored 32 bores and eight receiving-water sites for Bellfern District Water Corporation from 2022 to 20251“quarterly monitoring of 32 bores and monthly sampling at eight receiving-water sites”projects/P01_bellfern_bore_network.md, delivering every scheduled round, including an approved wet-weather reschedule2“All scheduled rounds were completed, including one rescheduled wet-weather visit approved by the client”projects/P01_bellfern_bore_network.md.
Data was supplied in an EQuIS-compatible format, matching the buyer's requirements3“a client-specific EQuIS-compatible import with controlled location identifiers and non-detect qualifiers”projects/P01_bellfern_bore_network.md.
Businesses that run on expertise.
We work with businesses of roughly 10 to 150 people across Australia. We know professional and technical firms best, and we're glad to help any business that runs on documents, email and know-how.
Start small. Prove it. Keep improving.
No big-bang projects. One piece of work at a time, measured on your own business, and we only go further when it's paying off.
Review
We sit with your team, see where the time really goes and agree a first project with clear measures of success. If you don't need us, you'll know early.
Set up & build
We set up the tools or build the workflow, test it on your real work until it meets the bar we agreed, then train your people and hand everything over.
Support
We keep it running, report results every month and help you take the next step, whether that's a new tool, a new workflow or new staff to train.
AI that makes things up is worse than no AI.
AI finds, checks and drafts. Your team decides, approves and signs.
If the evidence isn't in your documents, it says so instead of making it up.
Usually Microsoft 365 and SharePoint. You own the accounts, the files and the documentation.
Business-grade AI that doesn't train on your files. Working copies are deleted when we're done.
If an existing tool or a better template does the job, we'll tell you.
Good questions to ask.
No. We start from how your business works today, explain everything in plain English and go at your team's pace.
Yes. Some businesses only need the right tools set up and their people trained to use them well. We'll do exactly that, then step back. You don't need a custom build to work with us.
Every engagement is fixed-fee and agreed in writing before we start. Most businesses begin with a short review, so you'll know exactly what you're getting, and what it's worth, before committing to anything bigger.
No. We work inside what you already use, usually Microsoft 365, SharePoint, Word and Excel, plus your industry software where it helps. There's nothing to migrate.
Your documents stay in your systems wherever possible. We use business-grade AI accounts that don't train on your data, sign an NDA if you'd like one, and delete working copies at the end. It's all agreed in writing before we start.
General chatbots write from memory. What we set up works from your approved documents, links claims to where they came from, and is tested against known problems in your own past work before anyone relies on it.