I design AI-enabled business systems for complex operational industries.
I combine finance, operations, systems transformation, and hands-on AI product development to turn manual workflows into secure, scalable SaaS solutions.
Founder-builder of Australian-hosted AI products using AWS, Bedrock, multi-tenant SaaS architecture, document intelligence, and workflow automation.
WarehouseBuild AI
Construction Workflow Automation Platform
Platform Overview
WarehouseBuild AI is an in-development SaaS concept for the warehouse construction and structural steel industry. The platform is designed to help construction, drafting, estimating, and fabrication teams reduce manual work in purlin bundling, MTO checking, drawing review, QA workflows, revision comparison, and project document processing.
Security Architecture
The product is being designed as a secure multi-tenant SaaS platform using Australian-hosted cloud infrastructure, with customer-controlled workspaces, role-based access, encryption, audit logs, restricted administrative access, and AI processing that does not use customer data for model training.
Why Clients Can Trust The Approach
Business Process Understanding
Experience across finance, operations, HR, supply chain, reporting, and systems transformation gives me a practical view of how work happens and where automation creates value.
AI Product Capability
Hands-on experience designing AI products using SaaS architecture, AWS, Bedrock, document intelligence, retrieval-augmented generation, and cost-aware model routing.
Security-First Thinking
Focused on Australian-hosted infrastructure, tenant isolation, encryption, audit logs, restricted access, and no customer data used for model training.
Practical Delivery
I focus on measurable workflow improvement, governance, human approval, and business outcomes rather than AI hype.
Building AI Products
I design and build production AI products — not prototypes. Every product starts with a real professional problem, is grounded in authoritative data, and keeps sensitive information inside Australia.
As sole founder and lead engineer of Practice IQ, I have taken AI from first principles to a live, multi-tenant SaaS platform serving Australian legal, tax, and accounting professionals.
Practice IQ
Live · practiceiq.com.auAustralian-grounded AI research for legal, tax, and accounting professionals. 351-source AU primary-source registry. 20 practice areas. 9 jurisdictions. Cited, defensible answers. All inference inside Australia.
Practice IQ Excel
Production · AppSource SubmittedProduction-deployed Office.js add-in for Australian finance teams — reads live cell ranges, runs inference in AWS Sydney, and delivers deterministic /slash skills (/forecast, /dashboard, /management-report, /commentary, /clean-data) for repeatable work. 11 user roles, AASB rulepack validators, auditor-grade change log, and cost-aware model routing. From $49/month AUD.