What we do

Four service lines. Most engagements use several.

An AI platform needs the architecture underneath it, and the reason ours work is that we understand the industry constraints before we start building.

Service 01

AI SaaS product development

End to end: discovery, architecture, build, deploy, run. Multi-tenant from the first commit. LLM integration designed around the compliance question rather than bolted on afterwards — including de-identifying sensitive data before it ever reaches a model. Billing, roles, admin tooling, audit trails. Both platforms in our portfolio were built this way.

Multi-tenant architecture LLM integration PII redaction pipelines Stripe billing Role-based access Audit and governance

Service 02

AI for regulated and sensitive data

The specialism. If your data cannot simply be posted to a model — personal information, client financials, health records, privileged material — the architecture has to answer that before anything else.

We build de-identification pipelines with fail-safe leak checks, keep identifiers inside your own boundary, and document the controls so a compliance review has something concrete to assess.

De-identification Fail-safe leak checks Tenant isolation Data residency Encryption at rest Immutable audit trail

Service 03

AWS architecture and delivery

The infrastructure under the products: containerised services on ECS Fargate, managed Postgres, infrastructure defined in CDK, CI to ECR, CloudFront-fronted front ends, Cognito authentication, encryption with managed keys, and data residency in the region your regulator expects.

ECS Fargate RDS Postgres AWS CDK CloudFront / S3 Cognito QuickSight

Service 04

Financial advice technology & XPLAN

A specialist practice. Twenty-five years in Australian financial services, more than fifteen of them designing XPLAN solutions for practices and licensees — templates, XMerge, migrations, workflow and integrations.

Engagement

How the work is structured

01

Discovery

A short paid engagement to establish what you are actually building, what the constraints are, and what it will take. You get a written architecture and plan whether or not you continue with us.

02

Fixed-scope build phases

Work is broken into phases with defined outcomes rather than an open-ended retainer. Each phase ends with something deployed and usable.

03

Run and support

Ongoing operation, monitoring and iteration — or a documented handover to your team. Your choice, decided before we start.

04

You own everything

The code, the infrastructure definitions, and the documentation. No lock-in, no proprietary layer you have to keep paying for.

Tell us what you’re trying to build.

We reply within one business day.