Applied AI for Australian business
Voice agents, document extraction, retrieval chat over your own material, and assistants with scoped access to your systems.
What this looks like in practice
A worked example from the most common build in this line.
Why businesses buy this
And the failure modes we design around, stated up front.
The case for it
AI is worth buying when it removes a specific, repeated, checkable task. It is worth avoiding everywhere else, and we will tell you which is which.
- The repetitive half of a job handled, the judgement half escalated
- Answers grounded in your documents rather than invented
- Every automated decision logged so you can read it back
Where it goes wrong
Two failure modes matter: confident wrong answers, and silent scope creep. We bound what the model is allowed to do, log every turn, and set a hard escalation path to a human.
Built on: Open frameworks running on infrastructure you control, a model provider of your choice, and an evaluation set built from your real cases.
All 8 builds in this line
Each one is priced on its own page and can be added to a scope without contacting us.
AI Outbound Follow-Up Calls
Audio streams into transcription, a bounded language model decides what to say next, speech comes back, and the...
AI Receptionist (Open Framework)
Audio streams into transcription, a bounded language model decides what to say next, speech comes back, and the...
Assistant Access to Your Systems
An assistant is given a small set of explicitly defined, permission-scoped tools against your systems, and...
Call Summary into the Customer Record
Documents and photos come in, structured fields come out, and anything the model is not confident about is...
Grounded Chatbot on Your Own Documents
Your own documents are indexed, the relevant passages are retrieved for each question, and the answer is...
Quote & Purchase Order Parsing
Documents and photos come in, structured fields come out, and anything the model is not confident about is...
Site Photos to Compliance Report
Documents and photos come in, structured fields come out, and anything the model is not confident about is...
Supplier Invoice & Bill Extraction
Documents and photos come in, structured fields come out, and anything the model is not confident about is...
Common questions
The ones that come up before every build in this line.
What does applied ai cost?
Builds in this line start at ~$2,500 fixed price, and running them is ~$390/mo plus platform usage billed at cost. You can price a specific build on the instant scope page without talking to anyone.
What is it actually built on?
Open frameworks running on infrastructure you control, a model provider of your choice, and an evaluation set built from your real cases.
What usually goes wrong with this?
Two failure modes matter: confident wrong answers, and silent scope creep. We bound what the model is allowed to do, log every turn, and set a hard escalation path to a human.
How many of these builds are there?
8 in this line right now, and the list grows as we build things worth reusing. Every one is priced and documented on its own page.
Know which one you need?
Price it yourself in a minute. No form, no email address, no call.