AI Integration Services
AI integration adds generative AI features to your existing product, so your software can write, answer, and decide - reliably, safely, and on a set budget.
- 40+ projects delivered
- 14 industries served
- 9 countries
- 100% code ownership
What it is
What you're actually getting.
We integrate generative AI into existing platforms: content generation, customer service, dynamic UX. The hard part isn't the model , it's the retrieval, evaluation, and cost layer that decides whether a feature survives real users.
Who it's for
Is this the right fit for you?
This is a good fit when…
- Your prototype works in demo but hallucinates under real-world inputs.
- Prompt changes ship to production without an evaluation gate, and you've been bitten.
- Inference costs scale linearly with users and you need them sub-linear.
You probably don't need this yet if…
- You only need a simple chatbot that an off-the-shelf tool already handles.
- You don't yet have a clear task or data for the AI to work with.
How it works
A clear path from first call to launch.
Eval-first design
Before we change a prompt, we build the eval. Regression suites, domain test sets, human-in-the-loop scoring where it matters. No PR ships without a verdict.
Retrieval as a system
Embeddings, chunking, hybrid search, reranking , treated as a first-class engineering problem, not 'add a vector DB'.
Cost discipline
Routing, caching, model tiering, batch where it works. Every PR's cost impact gets benchmarked alongside its quality impact.
Ready to get started with AI Integration Services?
Tell us the shape of your problem. We'll reply within one business day with a serious read - not a sales pitch.
What you gain
The outcomes that matter to your business.
- AI features your customers can trust, because every answer is tested before release.
- Predictable AI running costs you set in advance, not a bill you discover later.
- A team that can improve the AI safely instead of firefighting it in production.
What's included, signed off.
A way to test the AI's answers before your customers ever see them
AI that answers using your own content and documents
Smart routing that picks the cheapest model that still does the job well
A live dashboard showing exactly what each AI feature costs you
Safeguards that block misuse and flag problems early
The tools behind it
Built on proven, industry-standard technology.
These are our defaults for this work - the same tools trusted by companies worldwide. We swap any of them when your situation calls for something else.
- OOpenAI
- Python
- LangChain
- PostgreSQL
- Redis
- Docker
Industry applications
AI Integration Services for your industry.
E-commerce
Product recommendations, smart search, and support copilots that lift conversion.
Healthcare
Document summarisation and triage assistants with auditable, grounded answers.
SaaS
In-app copilots and natural-language reporting built on your own data.
Finance
Fraud-signal detection and analyst copilots with strict guardrails.
Why teams choose us
Senior engineers who have shipped this before.
No account managers, no offshore handoffs. You work directly with the people building your product - the same team from the first call to launch and beyond.
40+
projects delivered
14
industries served
9
countries
100%
code ownership
Where we work
Adelaide-based, working worldwide.
Adelaide, South Australia
We work from Adelaide, South Australia, with clients across nine countries. For Australian clients, we build to the Privacy Act 1988 (the national law governing how personal information is handled) and the Australian Privacy Principles, and we can host your data in Australian regions where data sovereignty matters. For global clients, we handle cross-border data carefully and align to the standards your market expects, such as GDPR. Wherever you are, you work directly with the senior engineers building your project.
Fixed price
Scoped and quoted up front, so you know the cost before we start.
8 to 14 weeks
A clear timeline with something working to see along the way.
Senior team
You work directly with experienced engineers, plus support after launch.
Last updated: 5 June 2026
Related resources
Go deeper on AI Integration.
Article
AI Agents: What to Automate First (and What to Leave Alone)
AI agents can now run real business tasks from start to finish, not just answer questions. The trick is knowing what to hand them first and what to keep on a human's desk.
Article
AI Integration for Australian Businesses: A Practical Guide
Most Australian businesses do not need to build an AI system from scratch. They need AI features added to the software they already run, and that is faster, cheaper, and lower risk.
Related Services
Often paired with this work.
Get In Touch
Ready to build something that works?
We take on a limited number of projects at a time so every client gets proper attention from start to finish. Whether you need a new SaaS platform, AI features added to your existing product, old software modernised, or a completely new system built from the ground up, we would like to hear about it.