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We engineer AI into real systems.
Here's how.

Two focused service lines. Built for regulated industries where failure isn't an option.

01 · AI Engineering

AI systems, data infrastructure, and AI-accelerated delivery.

We build AI into workflows, pipelines, and platforms that already run under constraint — LLM orchestration, RAG, and ML where it actually holds up in production.

LLM Orchestration & RAG

Multi-model pipelines, retrieval-augmented generation, prompt engineering for production workloads.

ML in Production

Classification, prediction, and automation embedded into live systems under real constraints.

AI-Accelerated Delivery

Using AI to compress delivery timelines without compromising quality or compliance.

Data Infrastructure

The pipelines, lakes, and APIs that feed production AI systems.

The Work
  • EnergyAustralia Figma to production React via multi-LLM pipeline. 6 weeks → 3 min 30 sec
  • OneTwo Finance ML classification inside live loan approvals. Manual triage eliminated
  • TSLS NLP chatbot integrated into a government scholarship platform. Multilingual. 24/7. 24/7 instant response
  • ResetData AI marketplace with model integration, usage-based billing, automated service provisioning. Reduced provisioning time

02 · Platform Engineering

Production infrastructure in environments that can't fail.

We build and rebuild the systems AI runs inside — banking, trading, healthcare, payments — where compliance and uptime are constraints, not features.

Core Platform Rebuilds

Migrating monolithic systems to microservices without breaking production.

Compliance-Grade Architecture

APRA, ADHA, ASX, PCI DSS — built in from the start, not bolted on.

Cloud & Infrastructure

Multi-cloud architecture, CI/CD pipelines, and infrastructure that scales.

API & Integration Engineering

Event-driven APIs, FIX protocol, legacy system integration.

The Work
  • NAB Loan origination rebuilt on microservices. 300 staff freed from manual processing. 2 weeks → 2 hours
  • Powerwrap Cloud-based trading platform. Supported their ASX IPO. 2× CSAT/NPS
  • Montu Full healthtech platform under Schedule 8 compliance. 250,000+ consultations. 20,728% revenue growth
  • IASAS API-driven data ingestion replacing legacy file-based architecture for insurance and superannuation. Modernised ingestion
Industries

Regulated industries. High-stakes systems.

Banking & Financial Markets

APRA, ASX, FIX protocol. Core banking, trading platforms, loan origination.

Healthcare

ADHA, Schedule 8. E-prescribing, practice management, federal conformance testing.

Energy

Large-scale consumer platforms, PCI DSS payment infrastructure, AI-accelerated delivery pipelines.

Insurance & Superannuation

API-driven data architecture, regulatory ingestion, compliance-grade systems.

Engagement model

We don't just show up. We stay until it runs.

Assess and architect

We define the technical reality of your current stack and design the target architecture.

Weeks 1–4 | Output: Technical Spec

Build and deploy

Our engineering teams embed with yours to build the production system.

Months 1–6 | Output: Production Code

Run and evolve

We provide managed operations or hand over a system that is fully documented.

Ongoing | Output: Uptime & Growth

What the first conversation looks like:

"Our first conversation is about your data gravity, your compliance constraints, and your production bottlenecks. We start where the work is hardest."

Ready to build?

We assess, architect, build, and deploy. In your environment. Against your constraints. Tell us what you're trying to build.