Master of Business Administration
Victoria University, 2026 · Dean’s Commendation for Academic Excellence
Business, systems and AI advisory for founders and growing businesses.
I help businesses work out what’s actually holding them back, then fix it, from strategy through to working software. Ten years running my own company, twenty in property and construction, and a habit of building the systems that run the business.
A sales problem is often a pricing problem. An operations problem can be caused by the software. And adding AI to a broken workflow usually just gives you a faster broken workflow.
Most advisors see one side. Strategy consultants hand over a deck. Developers build what they’re asked to build. I sit in the gap between the two: inefficient workflows, disconnected systems, manual admin, poor visibility, software that doesn’t fit how the business runs, and new technology adopted without a clear commercial reason.
Working out their model, pricing and the systems they’ll need to scale.
Where the owner is still the bottleneck and the admin is outpacing the team.
Who know AI and automation matter but want a commercial reason before they spend.
How does it make money? Where does work get stuck? What’s taking too much time? What’s stopping it from growing? What should be automated, redesigned, delegated or dropped altogether?
Understand the model, the workflow and where value leaks.
Decide what to fix, in what order, and whether software is even the answer.
Implement it, from a five-minute automation to a custom platform.
Documented, owned by your team, running without me in the room.
From there I can shape the strategy, design the solution and, where it makes sense, build it. You’re not getting a strategy document and a handshake. I’ve designed and deployed CRMs, quoting systems, workflow automations, internal operations platforms and AI tools inside a real operating business, and lived with the results.
Sometimes the answer is custom software. Sometimes it’s a five-minute automation. Sometimes the software isn’t the problem at all. My job is to work out which.
A fixed-scope review of your operations, systems or AI readiness, ending in a prioritised plan.
Fixed-price delivery of a specific system, automation or internal tool.
Ongoing monthly support for founders who want a sounding board across strategy, operations and technology.
AI-supported operations platform · 2026
Running a distributed drafting team across four states and an offshore production floor produces a constant stream of operational questions that never get answered consistently. Which projects are running over budget, where the team’s time is actually going, which drafters are clearing their budgets and which are silently burning margin. The data sat across Xero, time-tracking exports, and project records, and turning it into a defensible read meant hours of manual reconciliation that rarely happened on time.
Draftee Ops is an internal operations platform built around three linked surfaces. A live Projects view tracks margin, budget consumption, and balance status across every active job. A weekly Operations snapshot reads team hours, attribution, and watch lists for approaching-budget, over-budget, and stale work. A Review layer audits productivity through a drafter performance matrix, quadrant, and project-type pricing calibration. AI summaries sit on top at both period and individual level, giving the weekly review and one-on-one coaching conversations a written starting point rather than a spreadsheet.
React 19 and TypeScript on Vite 6 for the dashboard surface, Node.js 22 and Express on TypeScript for the API, SQLite via better-sqlite3 for storage, and Google Workspace OAuth for access control. AI summaries run on Gemma 27B served locally through llama.cpp. Self-hosted on internal infrastructure, built and deployed end-to-end in-house.
The weekly operations review collapsed from a multi-hour reconciliation exercise into a dashboard load and a generated brief. Over-budget and stalled projects now surface in the period they occur rather than at project close, and per-drafter coaching and the quarterly team bonus system run off the same auditable data layer.
Self-hosted AI assistant · 2025
Architectural drafting depends on accurate, up-to-date interpretation of the National Construction Code and state-based planning frameworks. In practice, drafters stop constantly to confirm code requirements, interrupting senior reviewers and searching dense legislative documents. The result is a steady flow of internal requests for information that slow every project down and concentrate compliance knowledge in too few people.
DrafteeAI is a self-hosted AI assistant fine-tuned on the NCC and related Australian compliance material, embedded directly in the team Slack workspace. Drafters ask questions in plain language and receive specific, citation-backed answers in seconds. The system runs entirely on internal infrastructure, with no client data passed to third-party AI vendors.
Python and the Slack Bolt SDK for the bot interface, llama.cpp as the local inference server, fine-tuned open-weight model with a custom compliance dataset. Self-hosted on internal hardware. Built and deployed end-to-end in-house.
Internal requests for information dropped 60 to 70 percent per project. Senior reviewers freed to focus on higher-value work, project velocity lifted across the team, and compliance reasoning kept fully auditable inside the business.
Scope and revision management platform · 2025
In drafting work, scope-creep is the single largest source of margin erosion. Every client revision that is not captured against the original scope is unpaid work, and every undocumented change becomes a potential dispute at sign-off. Manual tracking through email and PDF threads breaks down at any meaningful scale.
Draftee Markup is a proprietary annotation platform that captures every client revision against the original scope, flags variations for approval before work proceeds, and generates a clean change record at handover. It sits between the drafter and the client, making every scope change visible to both parties in real time.
Python and PostgreSQL. Custom-built web platform with structured annotation capture, document-version control, and per-project change ledgers. Integrated into the studio’s project management workflow. Built and refined in-house.
Project turnaround time cut by 50 percent. Client design disputes reduced sharply, with measurable improvement in the proportion of projects reaching sign-off without contested revisions.
Public web tool · 2025
I’ve spent my career on both sides of business and technology.
Founded Australia’s first online drafting practice and grew it from sole operator into a national, systems-led business with a team across Australia and the Philippines. Now transitioning operational leadership to the senior team, which is what frees me up for client work.
Led product design for a full-stack construction platform covering estimating, tendering, quoting, invoicing, CRM and project management for SME builders.
Finance and operational reporting for a private investment group, ERP architecture and cloud migration for a volume builder, and sales roles with major Australian home builders.
Full CV →Writing on business and the economy
Treasury can rewrite the tax code. It can’t pour a slab.
An economy built on land, rocks, and debt.
In Australian property, the foreign buyer, migrant, and boomer takes are partially right. None can actually fix the problem.
The fiscal, household, and structural price of one closed strait.
Victoria University, 2026 · Dean’s Commendation for Academic Excellence
Victoria University · Golden Key International Honour Society
Harvard Business School Online
Send me a short outline of what’s going on. I’ll tell you honestly where I’d start, and whether I’m the right person to help.