Smart software. Built for your business.
Custom AI software development shaped around your data, your workflow, your outcomes. Production-grade AI software developers and artificial intelligence consulting services from a team of Australian experts.
starts with a chat.
AI you can actually deploy.
The custom AI software development capabilities our AI software developers routinely take from idea to production.
Computer vision & image recognition
Detection, classification, OCR and image-derived measurement. From dashboards to drones to field cameras.
Document understanding & extraction
Pull structured data from PDFs, forms, contracts and scans. Build search and routing on top.
Predictive models & forecasting
Demand, churn, throughput, anomalies. Models trained on your operational data, not generic benchmarks.
Natural language & generative AI
Chat interfaces, summarisation, semantic search. Grounded in your content, not the open internet.
Custom LLMs
Fine-tuned or domain-specific language models, trained on your data and deployed on your terms. Private, predictable, and yours.
AI-augmented workflows & agents
Operator copilots, automated routing, decision support. AI as part of how the work gets done.
Why build your own?
There's plenty of AI on the shelf. Here's why teams build instead.
Production AI, not demos
We ship models into live operations, not slide decks. Every project we lead ends with software running in the real world.
Modelled on your data
AI tailored to your actual operations. We train on the data you've got, not what a generic vendor pre-baked.
End-to-end systems
The model is part of working software. We build the pipeline, the integrations, and the operator experience around it — not just the algorithm.
What does it cost?
AI builds scale with the complexity of the model, the data, and the surrounding system. Here's roughly where most engagements land.
Starter
From $50k / build
Focused model or pilot for a single use case.
Growth
$200k / build
Production AI integrated into a working software system.
Enterprise
$400k+ / build
Multi-model AI platforms with operator workflows and reporting.
Don't want the big CapEx spend up front?
Talk to us about our Bespoke SaaS delivery model — all the benefits of custom software, paid monthly, with full IP handover at the end of the term.
Got an AI idea sitting in a slide deck?
Bring us your use case. We'll tell you honestly whether AI is the right answer — and what it would take to ship it into your operation.
Built with your team, not just for them.
Every build begins with our fixed-price Discovery engagement. The aim is simple: understand how your team actually works, sketch the solution together, and prove the design before a single line of production code gets written. It's the discipline our clients hire us for.
Talk to the people who use it
We sit with the people who'll touch the software every day. Their pain points are your requirements. We listen for what slows them down today and where a tool built for them would change the day.
Map the work, not just the wishlist
The actual processes the software has to serve: intake, approvals, handoffs, the exceptions. We document them in your team's language, not ours, so everyone agrees on what's being built before anything gets built.
Sketch the screens together
Whiteboards, paper, low-fidelity mockups. Visual conversation surfaces disagreements about how the work really flows in seconds, disagreements that written specs would let slip silently into the build.
Build a clickable prototype
Realistic enough to test. Your team plays with it, finds what's wrong, and tells us what to fix, cheaply, before a line of production code exists. Most surprises surface here, not in user acceptance testing.
Ship, refine, repeat
Two-week sprints. Working software in front of your team continuously. They feed back, we refine, they feed back again, until the tool fits their day so well they'd resist going back.
WHY WE WORK THIS WAY
Visual conversation moves faster than written requirements, and your team can tell us what's wrong before we build it. Mockups and prototypes turn a 6-month spec debate into a 6-week design loop. Cheaper iteration. Fewer surprises. Software your team actually wants to use.
Production AI in the wild.
CleanBins
Alliance built and operates CleanBins — an AI computer-vision platform that detects waste contamination in council recycling streams. Deployed across six councils, analysing over 600,000 collections at 98%+ classification accuracy, in partnership with the NSW EPA.
My Local Foodie
My Local Foodie partners with restaurants and venues to connect diners with local food experiences. We built custom AI capabilities tailored to their operations — shaping how the platform matches diners, businesses, and the moments in between.
ALS Global
ALS Global needed to reduce the inspection burden of recalibrating field sensors for drift. We built a computer-vision model that reads water-meter values directly from monitoring-camera images, cutting the frequency of physical site visits required to keep readings accurate.
The software is a perfect blend of the best of both our companies' thinking. We can't speak highly enough of the work Alliance Software has done.
Marcus Andrews
Founder & Counsellor, Life Supports Counselling
Let's build something
great together.
Every great project starts with a conversation. Tell us what you're working on and we'll figure out the best way to help.
Or call us on 03 9955 7000