AI products. Built, shipped, running.

We're a product company as well as a services practice. Since 2023 we've designed, built and run AI products across tax, business, education and developer tooling — end to end, from research to production. More are in development.

Live in market
In production
Building since
2023
Sectors
Tax · Business · Education · Dev tools
In development
More on the way
The portfolio

What we've built.

Each one runs in a regulated Australian domain with real users — the same engineering standard we bring to everything we build.

Advisory Stack is an Australian tax advisory and scenario-modelling platform. It serves consumers, employers and tax agents, sitting as an advisory layer above the accounting tools businesses already use (Xero, MyOB, QuickBooks Online). A guarded AI assistant sits at its core, wrapped in a multi-layer guardrail pipeline so answers stay safe and grounded.

  • AI tax assistant with multi-layer guardrails
  • Scenario modelling & forecasting
  • Connects to Xero / MyOB / QBO
  • Built for consumers, employers & agents

Quolla

Business & accounting

Read more →

Quolla is an all-in-one payroll and accounting platform for Australian businesses: accounting and general ledger, invoicing, bills and expenses, and full payroll including STP v2, PAYG withholding and Super Guarantee. AI is woven through the day-to-day workflow to cut manual work and surface what matters.

  • Payroll, STP v2, PAYG & Super
  • Accounting, invoicing & GST/BAS
  • Banking reconciliation & multi-currency
  • AI assistance across the workflow

Kalvi

Education

Read more →

Kalvi is an AI-powered K-12 learning platform built for Australian education. It aligns to the Australian Curriculum across all states and territories, with progressive prep for competitive exams (NAPLAN, Selective, OC, GATE and more), a structured Learn → Practice → Test pedagogy, and AI-generated content with genuine Australian context.

  • Australian Curriculum, all 8 states
  • NAPLAN, Selective, OC & GATE prep
  • AI content generation & tutoring
  • Learn → Practice → Test model

Evolve AI is delivered in two editions. The Free Community Edition is published on the VS Code Marketplace under an MIT licence for individual developer productivity — offering multi-provider AI chat (Claude, Gemini, Ollama, Gemma 4) and delivery stages 1 through 4 (live database introspection, schema mapping, client SDK generation, and handoff runbooks). The Enterprise Edition (currently in an exclusive Limited Pilot with 5 selected enterprise partners) is distributed as a zero-installation standalone portable desktop application (.exe) engineered for corporate engineering teams, banks, and air-gapped enclaves: unlocking Phase 5 Enterprise Suite (automated Oracle/T-SQL to Snowflake/BigQuery transpiler, automated Row-Level Security, Reverse ETL workers, synthetic data, mock servers), Phase 6 DevOps & Cloud Hub (Terraform HCL, GPU Kubernetes, Docker Compose, CI/CD workflows), automated PII sanitization, SIEM audit forwarding, Ed25519 hardware-bound offline licensing, and commercial SLA support.

  • Free Community Edition on VS Code Marketplace (MIT)
  • Enterprise Edition — Limited Pilot (Zero-Install Desktop App .exe)
  • Air-Gapped & Banking Security (Ed25519 Hardware-Bound Licensing)
  • Phase 5 Enterprise Suite: Oracle & T-SQL Transpiler, RLS & Reverse ETL
  • Phase 6 DevOps Hub: Terraform HCL, Kubernetes, Docker & CI/CD
  • Live DB Introspection across 7 engines & Automated dbt Scaffolding
  • PII Sanitizer, SIEM Audit Forwarding & Data Drift Gates
  • Databricks Unity Catalog, Query Cost & Impact Analysis
  • 18 Auto-Detecting Stack Plugins & 26-Language Code Conversion
What's next

More products are in the pipeline.

We're always building. We look for problems where AI genuinely changes the outcome — particularly in Australia, where the regulatory and business context is routinely overlooked by global software.

Building something similar?

If you're building an AI product of your own, we co-build on foundations we've already proven in production — so you start with a running head start rather than an empty repository, and you own the outcome outright.

How we co-build →

Want the same engineering on your problem?

The guardrails, the data plumbing and the deployment discipline that keep these products running are exactly what we bring to a client build. Start with a free assessment.

Book an assessment →

Want to know more — or build one with us?

Whether you're interested in what we've built or you want an AI product of your own, get in touch.