Build with us
Built with domain leaders.
Who we work with
We work with organisations who hold knowledge the world can’t currently access.
The qualification is simple: expertise-constrained problems where the best judgment is currently the bottleneck.
Universities and research groups with deep domain knowledge and access to real-world cases. You bring the expertise and the evidence base. We build the infrastructure that lets your research reach practitioners at scale.
Clinical research groups · specialist medical institutes · translational research centres
Health systems with high case volume, specialist clinicians, and a governance mandate to deploy AI responsibly. You bring the cases and the clinical authority. We build the system that earns the trust of your clinicians.
Local health districts · private hospital groups · specialist clinical networks
Peak bodies, professional associations, and specialist organisations whose members hold the knowledge the world needs. You bring the field's consensus. We build the mechanism to deploy it.
Peak clinical bodies · professional colleges · specialist research foundations
Individual clinicians, researchers, and specialists whose judgment is the hardest to replace. If you find yourself answering the same question from different people in different places — your reasoning is exactly what we need to capture.
Clinician-researchers · domain specialists · thought leaders in their field
What it looks like
From first conversation
to deployed product.
Typically twelve months to first deployment. The loop runs indefinitely after that.
The conversation
We start by understanding the domain — not the product. What knowledge exists and where does it live? Who are the two or three people whose judgment is hardest to replace? What would change if that judgment could scale?
Proof of value
We identify a narrow, high-value workflow and build a working prototype on the platform. By the end, there's something real to evaluate — the expert can see their reasoning reflected back at them and correct what's wrong.
Co-build
We build the full product together. The partner brings cases, clinical review, and institutional relationships. We bring engineering, platform infrastructure, governance, and commercialisation support.
Deploy and compound
The product launches and the loop begins. Every case generates training data. Every escalation sharpens the verifiers. The knowledge bank grows with every expert correction. The partner's role shifts — less building, more governing.
Every engagement starts with a conversation.
Tell us about your domain, what knowledge exists, and what you’re trying to solve. We’ll tell you honestly whether the platform is the right fit.
Start the conversation