If you're an organisation wondering how you should capitalise on the AI boom and realise efficiencies — you're in the right place. I've spent my 15+ year career in top-tier consulting, advising government and private enterprise on large infrastructure programs and system implementations.
Most organisations have at least one. I'm guessing you're here because you are experiencing the same.
"We know we need to move on AI — we just don't know where to start."
You hear all the hype, you see your competitors in the news touting their adoption success stories but many in the organisation think AI is still just a chat bot and to help drafting emails. My AJ Design engagement methodology is designed to help you get started and build momentum.
→ AI Advisory & Adoption
"My staff are using 'shadow AI' because we don't have the tools — it's the wild west."
The frontier, cloud based models are incredibly powerful and will save your team time. They can however lead to hallucination, privacy breaches and unpredictable behaviour. In the enterprise space, these are solved problems which call for a bespoke solution. Built for your needs not off the shelf and out of your control.
→ Bespoke AI Applications
"My team burns hours on repetitive work a machine can now handle."
Automation is nothing new, but the role of the human in the loop has changed. AI models can now reason, predict and even make decisions. It's not about replacing humans but freeing them up to do the most value-adding work, and using their judgement to be the final quality gate for a process.
→ Workflow Automation
AJ Design can lay out the pathway for you and help you walk the walk — the strategy, the software, and the automation that runs it. My recommendation is to use my services end to end, from inception of the strategy through to the delivery phase. I am heavily invested in the outcome of the solutions we implement, and to ensure their continued performance into the future.
A clear, board-ready plan for adopting AI — to take you from wherever you are currently to fully AI native. Adoption is not optional in the current environment and AI native companies will run circles around late adopters. The most successful are embedding AI into every process and interaction, building valuable context along the way to leverage for future decisions and efficiencies.
AI-native web and mobile software, designed and built end to end — responsive to your needs. Architectural decisions are very important and whilst there is a tendency to think 'ah, let's just vibecode it', there is still very much a place for robust software engineering to produce scalable, secure production ready applications to roll out over your organisation.
Deployed AI workflows that run your operations — built, evaluated and managed so they never silently degrade. Delivered as a scoped pilot, a multi-workflow sprint, or an embedded partnership.
A Speed-to-Lead automation: enquiry in, personalised reply out, call booked — before a competitor has opened the email.
Preview any of the five — then click through to see exactly how each is built and who it's for.
Three client stories and a live product of my own — a guided investment workflow for MAG Capital, a lending application for Capital Access, hands-on AI enablement at Ascenda Talent, and Vagabod, running around the clock.
The Practical Portfolio Optimisation framework is MAG Capital's own. I designed and built the software that puts it to work — a five-stage guided workflow where AI drafts the commentary and flags the exceptions, every number stays deterministic, and the adviser keeps the final call.
A private lending deal has a lot of moving parts — security, sizing, fees, each funder's contribution and a run of documents — and they all have to agree. I mapped Capital Access's process and built an application around it, with every calculation checked against their own workbook.
Executive search is a relationship business — the AI has to sit behind the consultant, never in front of the client. I set the tools up on Christian Mengler's own machine, sorted the privacy settings and showed how a recorded meeting becomes a recap, a follow-up and a reviewable candidate report.
An automated scraping and outreach pipeline that enriched a database of 7,986 gyms across 59 countries with casual-membership pricing.
"Most recently, I led AI innovation and its rollout across a top-tier advisory firm."
13+ years advising governments, major corporates and equity investors at the top tier of professional services. The AJ Design methodology and framework has been honed over all of this time. Now I am applying it to organisations adopting AI as a true end-to-end offering — encompassing development of the strategy, the applications, and managing the resulting automations. True buy-in, incentive and alignment over the whole adoption and implementation lifecycle.
A 30-minute conversation about where you're trying to get to with AI — and a straight answer on whether advice, an application, or automation is the right first move.
A clear read on your best first move with AI, the trade-offs, and — if it's a fit — a working demo on your own context. No obligation.
Prefer email? aj@ajdesign.au