AI & Automation

Custom software. Automation. AI integration.

We design and ship custom software, automation systems, and AI integrations. Engineered with the rigour of a software team. Designed with the operational depth of operators and analysts who've run real businesses.

What we do

Software Engineering

Custom applications, internal tools, and SaaS products. Production-grade systems built to scale and maintained beyond launch.

Automation & Data Infrastructure

Process automation, ETL pipelines, and system integrations. We replace manual work with reliable infrastructure.

AI Integration

LLM-powered features, document intelligence, and ML systems. Purpose-built models, not wrappers around generic APIs.

Selected work

Relay

Data integration for accounting firms. Connects to Xero ecosystems and helps retrieve, update, and log data. Built for firms managing multiple clients.

Atlas

Document intelligence for Australian tax data. Processes ATO ICA documents, extracting structured data from complex formats with precision.

Purpose-built deep learning. Not a wrapper around ChatGPT. A system trained specifically for Australian tax documents.

How we work

Built to ship

Production-grade systems, not prototypes. Every project we take on is built to run in the real world from day one.

Engineered end-to-end

From architecture to deployment, we own the full stack. No handoffs, no missing pieces.

Operators by background

We've run the workflows we automate. That depth shows in everything we build.

Have a project in mind?

Tell us about it. We'd like to hear what you're building.

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