Arcadian's AI integrations to save logistics firms USD $20m

Melbourne digital solutions agency Arcadian has signed project agreements with four logistics and warehousing companies. The work is forecast to deliver more than USD $20 million in collective savings over the next 12 months.

The clients are Bowens Timber and Hardware, Minus 1, uTenant, and Steel Chief. The projects involve custom systems that connect data from existing operational software and internal platforms. Arcadian expects the savings to come from efficiency gains rather than headcount reductions.

Mid-market logistics operators have often relied on off-the-shelf transport and warehouse management tools. These new projects take a different approach, building software layers that sit across transport management systems, warehouse management systems, customer relationship management tools, and other internal applications.

Across the engagements, planned outcomes include lower staff workload and overtime, faster delivery times, higher on-time delivery rates, and better visibility for customers. The work focuses on incremental integration with existing platforms rather than full replacements.

Integration approach

The systems use an API-first integration model that connects with existing legacy software. This supports staged deployment, with parts of the solution delivered in phases while day-to-day operations continue.

The technical design centres on unifying fragmented data sources, including enterprise resource planning platforms, mapping data, traffic feeds, weather information, and geospatial datasets. The result is a shared operational view across dispatch, warehousing, customer service, and management.

The platforms can identify patterns in demand and optimise routes, scheduling, and operational priorities in real time. They also support exception handling by surfacing risks and bottlenecks before they cause delays.

In addition, the systems can automate communications between software, staff, and customers using natural language processing. They can also reprioritise jobs based on live operational conditions.

Minus 1 project

Minus 1, a refrigeration transport logistics provider, said the work has addressed gaps created by rapid growth and rising customer requirements.

"We've grown from a core transport business into an end-to-end logistics operation, including cold chain warehousing, transport, and broader logistic solutions. That means a lot more moving parts than we've traditionally had," said Bill Barba, CEO, Minus 1.

Minus 1 uses a range of systems, including transport and warehouse management tools, GPS tracking, temperature monitoring for refrigeration units, and financial dashboards. Barba said the tools did not share data effectively, and the transport management system struggled to keep pace with the business.

"We had a TMS, a WMS, GPS tracking, temperature monitoring for our refrigeration units, and financial dashboards, but they weren't talking to each other in any sophisticated way. Our TMS in particular couldn't keep up with the growth of the business or the integration requirements our customers were asking for."

Barba said the project produced the "Minus 1 Hub", a middleware layer that consolidates information from multiple systems. The hub allows data to be adjusted and then sent back into operational tools and reporting dashboards.

"We mapped it all out with Arcadian and asked how we could make it work. The result is what we call the Minus 1 Hub, a middleware layer where everything funnels in. Arcadian can manipulate the data as needed and push it back into our TMS, our WMS, or our reporting dashboards. We quickly realised we didn't need to rebuild from scratch. What we had was already working. It just needed something in the middle to connect the dots.

"We were at risk of losing commercial contracts if we couldn't deliver full integrations. Arcadian solved that for us. Now it's about optimising the flow across our other platforms and building operational tools that will never sit inside our existing systems but can still work alongside them."

Barba linked the project to wider pressures in the transport and logistics market, including customer demands, pricing dynamics, and cost inflation.

"I think it's absolutely imperative that businesses in our situation, smaller or larger, are looking to optimise with AI," said Barba.

"We've got significant downward pressure on rates, upward costs, and minimal support from government. Discretionary spending continues to tighten. So the question becomes, where do we find the opportunity to hold or improve margin? It comes from getting smarter about what we're doing and probing every business unit to ask whether there's a better way.

"We almost haven't found an area in the business where AI can't help. It's just a matter of having the time to develop it and roll it out. In an ideal world we'd have 150 projects running with Arcadian at once. We've just got to stage it in a way that works."

He also commented on delivery speed and usability across different roles inside the company.

"With Arcadian, in almost every case, they've received the brief, processed it, and delivered something back that's been impressive. Their ability to understand the challenge of our business and then deliver a product that works for everyone from the warehouse floor to the executive team has been outstanding," said Barba.

Market demand

Arcadian Managing Director Adrian Randall said demand for AI-related work has risen across several sectors.

"We have invested heavily in AI to ingrain it in our internal operations for well over three years now, and it's allowed us to be a leader in AI solutions in Melbourne and across Australia. In 2026, we've had enquiries about AI solutions explode, from transport and logistics to financial funds and manufacturing," said Adrian Randall, managing director, Arcadian.

Randall described the current period as a competitive turning point for operational automation.

"This is the start of a critical time, which will create a divide between businesses that embed AI and automation into their everyday operations and those who do not will just fall behind," said Randall.

Arcadian expects to identify additional efficiency gains as the four implementations progress, with further automation work scoped during the rollouts.