Industries & specialisations

Small studio. Serious sectors.

We're a founder-led Australian studio, but the work crosses into MedTech, FinTech, LegalTech, PropTech and large-scale AI platforms. Below are the sectors we know well enough to be useful on day one — not a shopping list we copy-pasted from a stock pitch deck.

Deep-tech

MedTech & HealthTech

From patient-facing health platforms to back-end medical-data pipelines. We've built systems that ingest, normalise and analyse clinical data, including workflows targeted at rare-disease research where the dataset is small, messy and matters enormously.

Medical data ingest, normalisation and de-identification
Rare-disease patient registries and research platforms
Clinical-decision-support tooling with human-in-the-loop review
Telehealth and patient-engagement flows
Australian Privacy Act, AHPRA, and HIPAA-adjacent compliance

Regulated

FinTech & banking

Compliance-sensitive financial workflows, data analytics, and payments infrastructure. Built for environments where the audit trail matters as much as the UX, and where "move fast and break things" is not a feature.

Banking workflows and decisioning platforms
KYC/AML automation with real audit trails
Payments integrations: Stripe, Airwallex, Tyro, Zai
Data analytics for financial ops — reconciliation, fraud, reporting
APRA-regulated environments and PCI-DSS-aware architecture

Our own stack

LegalTech & legal automation

We build AI-powered legal workflow products. Our own flagship — ClaimDone — automates legal-claim processing end-to-end with AI classification, document generation, and human-in-the-loop review.

Matter intake, triage and case management
AI-assisted document review and drafting
Law firm websites, practice-area SEO, lead qualification
Compliance-aware marketing copy, signed off by practitioners
End-to-end LegalTech SaaS builds (like ClaimDone)

Complex workflows

PropTech & real estate

Property platforms with real operational complexity: valuation engines, listing marketplaces, agency CRMs and AI-assisted valuation or search. Comfortable with the APIs and data structures behind the Australian property market.

CoreLogic, Domain, REA integrations
Valuation and AVM tooling
Agency and property-management platforms
Marketplace UX and buyer-journey design
Title, settlement and trust-account workflow integrations

Horizontal capability

AI & machine-learning platforms

Custom AI systems across any domain. We design and build multi-agent orchestration, retrieval-augmented generation (RAG), ML pipelines, and LLM-powered products, with the boring reliability bits — evals, observability, cost controls — not skipped.

Multi-agent workflows (Claude, GPT-5, open-source models)
RAG pipelines, vector stores, semantic search
Classical ML: classification, forecasting, anomaly detection
Evals, observability, guardrails, prompt / cost regression testing
Human-in-the-loop review and audit trails for regulated outputs

Scale

Enterprise & global projects

Large-scale distributed systems, multi-region deployments, complex integration landscapes. We've worked on projects that span multiple jurisdictions and regulatory regimes, partnering with client engineering teams rather than trying to replace them.

Multi-region deployments (AU, EU, US)
Data residency and sovereignty (Australian data centres by default)
SSO / identity federation (Okta, Entra, Auth0)
Integration hubs: 20+ upstream/downstream systems in play
Partnership with in-house engineering, not replacement

Also comfortable in

E-commerce (Shopify Plus, WooCommerce at scale), B2B SaaS marketing and demand gen, professional services (law firms, accounting practices, consultancies), allied health clinics, and not-for-profits (registered Australian charities get a 30% discount on every engagement).

If your sector isn't here and you're wondering whether we're a fit, ask — a 30-minute call and a straight answer, no deck required.