About
Dennis McMahon
Solutions Architect & AI Platform Engineer. Chief Technology Advisor at PreLabz & LingoPure. Founder of Corporate AI Solutions.
35+ years of executive operations across construction, aerospace, hospitality and SaaS — including 14 years operating between Australia and Southeast Asia (Malaysia, Indonesia).
I started building AI platforms because the tools I needed didn't exist. Now they do. And I'm sharing them with others who have the same problems.
Current engagements
Three concurrent commercial engagements as of 2026: one fixed-price build contract (MMC Build) and two Chief Technology Advisor positions (LingoPure, PreLabz). Full scope, stack and dates on the clients page.
Taking on fixed-price builds
The same substrate that produced the platforms above is what I build client systems on. It is why a working system takes three weeks rather than three months, and why the price is fixed before it starts rather than argued about afterwards.
The way in: a one-week Opportunity Audit — $2,500 + GST. I map where your hours actually go, rank the best automation targets, and build one of them so you can click it. Credited in full against a build if you proceed.
The build: a three-week Deployment Sprint at $18,000 + GST — one AI system running in your production environment, on your accounts, that you own outright. Fixed scope, fixed price, fixed end date.
Who it fits: established Australian businesses with a process that eats hours every week — quoting, compliance paperwork, intake, reporting — and someone who can say yes without a committee.
The Journey
Construction & Modular Expert
Started in construction over 35 years ago. Became a specialist in modular and prefabricated building methods. Seen the industry evolve from traditional stick-built to factory-manufactured.
Global BuildtechFactory2Key Partnership
Currently partnering in Factory2Key, delivering turnkey modular homes including SDA (Specialist Disability Accommodation). This is where Checkpoint was born—I needed a project management system that actually fit how construction works.
Factory2KeyAI Platform Builder
Started using AI coding support to solve my own business problems. Then voice AI to improve customer experience. Then platforms for others. Now running Corporate AI Solutions—a portfolio of BYOK-first AI platforms, each solving real problems.
See the PlatformsMy Businesses
Global Buildtech
Modular Construction Consultancy
35+ years of building expertise. Helping developers, governments, and manufacturers navigate the modular construction landscape.
Factory2Key
Turnkey Modular Homes
SDA specialist. Delivering complete modular homes from factory to finished. Where Checkpoint project management platform was born.
Corporate AI Solutions
BYOK Factory · AI Platform Portfolio
A portfolio of BYOK-first parent platforms plus white-label children. Voice AI, business tools, generators — and the substrate every client build starts from.
Corporate AI Solutions
AI Voice Agents for Business
The business solutions arm. Building AI voice agents that improve how businesses talk to their customers.
LinkedIn Newsletters
I write regularly about construction innovation and AI in business. Subscribe to stay updated.
Go Offsite
Insights on modular construction, prefab building methods, and the future of offsite manufacturing in the construction industry.
Subscribe on LinkedIn →BI AI Advantage
Business intelligence meets AI. How to leverage artificial intelligence for real business outcomes, not hype.
Subscribe on LinkedIn →YouTube Channel
Global Buildtech
Videos on modular construction, AI in building, and business insights. Subscribe to see the builds, the tools, and the journey.
Subscribe on YouTubeMy Philosophy
"I don't build software because I love software. I build it because the tools I needed didn't exist."
Every platform in the portfolio started as a problem I had—or a problem someone brought to me. I don't build features. I solve problems.
After 35+ years in construction, I've learned that the best solutions come from people who actually do the work. Not consultants who observe. Not developers who assume. People who feel the pain.
That's why I build. That's why I partner with others who have problems worth solving. And that's why I'm inviting you to join the journey.
Let's Talk
Got a problem worth solving? Want to partner on a platform? Or just want to connect? I'm easy to find.