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About

Who we are

Moreton Applied is an applied AI research and commercialisation venture. We exist because the most common cause of failure in Australian R&D is not a shortage of capability; it is the loss of the 'why' the work was meant to serve. Our role is to keep that connection alive: research conducted inside the industries that need it, on terms shared with the operators, academics, and communities it is built for.

Origins

Good applied research loses its way when the 'why' goes missing. The pattern is familiar across Australian R&D: capable researchers start with a real problem, follow it into productive territory, and end up so deep in methodological detail that the people the work was meant to serve drop out of the picture. The work is often still rigorous. It just stops mattering, and the operators it was built for rarely see it.

That outcome reflects how the surrounding research environment is set up. Institutions still reward the manual labour of research (long literature trawls, hand-drafted synthesis, years inside a single dataset) more readily than they reward the harder discipline of staying useful to the operators on the other side. Australia has been losing pragmatic, applied-minded researchers to industry and overseas for years. The university sector itself is now actively repositioning toward industry-led, SME-anchored research, under structural pressure as the international-student funding base contracts. The opportunity is to build vehicles that can meet that pivot well: structures designed from the start for embedded, applied work.

Moreton Applied is built for that opportunity. It operates as a private research lab vertically integrated across research, development, and commercialisation: embedded teams inside industry partners, shared infrastructure across verticals, equity arrangements where they sharpen incentives, and continuous engagement well past initial delivery. The work is anchored in the Moreton Bay region. The area is in rapid growth, with a young population, two university campuses, active investment in regional talent pipelines, and a strong economic imperative to mature beyond a commuter economy. And it is built around the position now being signalled by Australian and Queensland Government incentives: that small and medium industry operators, supported by aligned research and government investment, should be the primary custodians of Australia's applied research base.

What we believe

People-first, AI-forward. AI systems are accelerators to research, not substitutes for it. We use them throughout our own work, under the same governance we bring to client engagements. The discipline is in the curation, validation, and judgement; the speed is in the tooling.

Application over abstract. Research is most valuable when the industry it serves has a concrete decision waiting for it. We start from that decision and work back to the science.

Embedded over delivered. Capabilities last when they are co-built with the people who use them, in the conditions they are used in. We work inside our partners' operating environments, not around them.

Rigour accelerates progress. We use scientific methods (literature scanning, controlled validation, transparent assumptions) as a force multiplier to our prototype-grade enthusiasm.

Regional economies set the scale. The applied work that matters most over the next two decades is driven by small and medium operators in places outside the metropolitan centres: care economies, food systems, manufacturing, and regional service industries. We choose to build for that scale, on its terms.

Trustworthy by design, not by disclaimer. Systems built for care homes, food supply chains, and factory floors have to be governable, auditable, and explainable from the first prototype, not retrofitted with a policy document at the end. Our research posture and delivery posture will be the same posture.

What we do today

Moreton Applied works across five verticals: aged and disability care, food and agriculture, manufacturing, tourism and events, and the deep-tech foundations that run beneath them. Within each, the work follows a consistent arc, moving from literature-grounded scanning of the field, to embedded validation with operators, to structured movement toward deployable products. Each vertical is anchored by a research theme primer that maps the state of the field, identifies the gaps where conditions for commercial development are now in place, and sets the directions for our R&D investment.

The team's delivery track record runs through Cadent, the AI governance and engineering consultancy founded and led by the same people. Cadent's engagements span data, AI, and information-security work for clients including the City of Moreton Bay, UnitingCare Queensland, and the Australian Government, across government, finance, and critical infrastructure sectors. Academic partnerships, currently with the University of the Sunshine Coast, bring research rigour into the applied work, supported by a network of domain advisors across each vertical.

Moreton Applied operates as a small core team of researchers and engineers, scaling project teams through embedded specialists as engagements demand. The work is funded through a combination of Australian and Queensland Government R&D incentive programs, client-paid engagements, and internal investment. We are headquartered in the Moreton Bay region and operate globally.

Leadership

James Gauci portrait

James Gauci

Chief Executive Officer

James leads Moreton Applied as Chief Executive. Over a decade he has led cross-functional teams of up to twenty-five engineers, scientists, designers, and GRC professionals across government, finance, and critical infrastructure. He is an IEEE CertifAIEd AI Ethics Assessor, ISO 27001 Lead Auditor, and an invited speaker at SXSW Sydney 2025 and the Australia Awards programme.

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