Advise. Build. Secure. Deploy.
Engage us at any stage — whether you need someone to tell you where AI actually pays off, a team to build it and keep it running, or an engineer embedded inside your own team. Scopes are fixed and milestone-based; embedded engagements run month to month.
Six ways we work together.
Each track stands on its own. Most engagements start with an assessment, but you can come to us at any point — including “send us an engineer and we'll work it out together”.
AI Readiness & Strategy
A short, structured engagement that turns “we should do something with AI” into a ranked, costed plan. We audit your data, workflows and tooling, map the highest-ROI use cases, and hand you a roadmap you can actually act on.
- AI readiness & data audit
- Use-case discovery, scored by ROI & effort
- Practical adoption roadmap & guardrails
AI Development
Software engineering with AI at the centre of it. LLM and RAG applications, agent systems, model integration, the APIs and interfaces around them, and the evaluation harness that proves the thing actually works. Written by engineers who have carried AI systems into production and kept them running.
- LLM, RAG & agent application development
- Model integration, prompt & context engineering
- APIs, integrations and the app around the model
- Evaluation harnesses, MLOps & production monitoring
Custom AI Tools & Architecture
Before a line gets written, someone has to decide what to build and how it should fit. We design the solution and the architecture around your business — the use case, the data flow, the guardrails, the human checkpoints — so what gets built is shaped by how your company and your customers really work, not by a template.
- Bespoke solution design & system architecture
- AI assistants, agents & chatbots
- Guardrails, evaluation & human-in-the-loop
Forward-Deployed Engineering (FDE)
An AI engineer inside your team, not across a contract boundary. Forward-deployed means our people sit in your standups, work on your codebase and sit next to the person who actually has the problem — shipping in your environment, in Australian hours, on site in Sydney when that helps. It is the fastest way to put real AI capability into a business that has none.
- Embedded in your team, your repo, your standups
- Hire an AI SME, AI developer or AI consultant by the day
- On site in Sydney, remote Australia-wide
- Knowledge transfer is the deliverable, not the extra
Cloud Build & Deployment
We don't just prototype — we build and ship to production in the cloud, and keep it running. Deep cloud roots across AWS, Azure and GCP mean your AI is deployed on infrastructure that scales, stays up, and doesn't bleed cost.
- Cloud-native build & production deployment
- Data pipelines, ETL & integration
- Scaling, reliability & cost optimisation
AI Products & Co-Build
Want an AI product of your own without starting from zero? We co-build it with you, on foundations we've already proven in production — compressing months of R&D into a running head start. A custom solution, made together, and genuinely yours.
- Co-built with your team, on proven foundations
- A custom solution, and genuinely yours
- Ongoing product & model operations
From first conversation to AI in production.
Staged so you prove value before you commit. No 18-month transformation programme — outcomes you can see inside a quarter.
Assess
A free readiness assessment: where you are, what's realistic, and where AI actually earns its keep.
Prioritise
We rank use cases by return and effort, then agree one starting point — small enough to ship, big enough to matter.
Build
A working solution with guardrails, measured against real outcomes. Not a demo — something your team uses.
Run
Deployed and wired into your stack, with your team working alongside us — yours to keep, or we keep it running and improving.
Some problems don't need a project. They need someone who's done it before.
You can engage our people directly — an AI subject-matter expert, an AI developer, an AI consultant, a data engineer or a forward-deployed engineer embedded in your team — from one day a week. Sydney-based, Australian hours, on site or remote nationwide.
What we build with.
Hands-on capability across the whole path — from raw data to a live, secure AI system in the cloud. Whichever cloud you're on.
AI & Models
- Claude & LLMs
- RAG & embeddings
- Agents & automation
- Evaluation & guardrails
Cloud & Deploy
- AWS
- Azure
- Google Cloud
- CI/CD & IaC
Data Engineering
- Pipelines & ETL
- dbt · Airflow
- Databricks · BigQuery
- Supabase · PostgreSQL
Security & Build
- Data security & governance
- Next.js · TypeScript
- Bespoke architecture
- Monitoring & SRE
Pick the entry point that fits.
Transparent, milestone-based scopes. Start small to prove it works, then scale on evidence — no open-ended retainer before you've seen a result.
AI Readiness Assessment
Best for “we don't know where to begin”
A structured, fixed-scope engagement that maps where AI pays off and hands you a ranked, costed roadmap. The lowest-risk way to work with us.
Free first assessment
Project Build
Best for a defined AI tool or system
Fixed-scope, milestone-based delivery of a specific AI solution — designed, built, secured and deployed to production, with your team trained to own it.
Fixed scope & milestones
Ongoing AI Partner
Best for scaling AI across the business
An embedded partnership: we run, improve and expand your AI over time — new use cases, model updates, monitoring and compliance — as a predictable monthly engagement.
Rolling partnership
Not sure which fits? Ask us →
Start with a free assessment.
Tell us what your business does and where it hurts. You'll get an honest view of where AI helps, where it doesn't, and what the first step costs.