Words Aren't Enough.
We Build Understanding.
Maincode builds purpose-trained AI models, designed, trained, and hosted end-to-end in Australia.
Proof Of Capability
We have already done it. Matilda is Australia's first Australian-made language model, trained entirely on local infrastructure using Australian data. Matilda AFL extends that foundation into multi-modal sports intelligence, proving that domain-specific AI can be purpose-built safely and at scale.
Built with AMD
We work directly with AMD's engineering teams on advanced GPU capabilities before they reach the broader market. This partnership enables Australian-made AI built on the same cutting-edge compute powering the world's most advanced models.
When Conversation Isn't Comprehension.
Most AI systems today are built for conversation, not comprehension. Ask the same question twice, get different answers. That's conversation, not understanding. When you need precision, when the answer cannot afford to change with each prompt, you have reached the limit of the chatbot era.
From Words To Reasoning
Understanding demands structure. It requires models that can reason about data, interpret context, and act with purpose.
Build With Us
We partner with organisations ready to move beyond chatbots, to design and train models for their own data, domains, and evaluation standards. From dataset preparation and synthetic generation to benchmark design, training, and hosting, our Melbourne-based team delivers the full stack.
Because language without structure creates noise, not knowledge
The first wave of AI taught machines to speak. The next must teach them to understand. At Maincode, we believe intelligence should be precise, aligned, and accountable. Not borrowed from a black box, but built with intention. We build the systems that make that possible, giving organisations the ability to shape and own the intelligence that drives them.
Ready to build understanding?
We partner with organisations ready to move beyond chatbots. Our Melbourne-based team works with you to design, train, evaluate, and deploy purpose-trained AI models on Australian infrastructure - the same capability that produced Matilda and Matilda AFL.