Melbourne Agency’s AI Integration to Deliver $20 Million in Savings for Four Clients

Arcadian’s custom AI solutions are delivering major productivity and efficiency gains for warehousing and logistics sectors

Melbourne-based digital solutions agency Arcadian is pleased to reveal that it has signed transformative project agreements with four clients in the logistics and warehousing sector to deliver custom AI solutions that are forecast to save the businesses more than $20 million collectively over the next 12 months.

The agreements with Bowens Timber and Hardware, Minus 1, uTenant, and Steel Chief represent a major step in how mid-market operators are using artificial intelligence. 

Rather than deploying off-the-shelf products, these organisations are building bespoke operational layers that unify data from transport management systems (TMS), warehouse management systems (WMS), CRMs, and internal platforms.

Across the signed projects, clients are expected to see lower staff load and overtime, faster delivery times, higher on-time delivery percentages, and improved customer visibility and confidence. The forecast $20 million savings will come from efficiency gains rather than headcount reductions.

Because the solutions are API-first, they integrate with existing legacy software rather than requiring full system overhauls, allowing clients to deploy incrementally without operational disruption.

Keeping up with growth

Bill Barba, CEO of refrigeration transport logistics provider Minus 1, said Arcadian’s work had helped his business keep pace with rapid growth and increasing client demands.

“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,” Mr Barba said.

“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.

“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.

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“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.”Mr Barba said this kind of optimisation and insights surfacing was likely to have a major impact across the wider transport and logistics industry.

“I think it’s absolutely imperative that businesses in our situation, smaller or larger, are looking to optimise with AI,” he said. 

“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.”

Mr Barba praised the Arcadian team for being quick to understand the needs of his business and deliver. 

“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,” he said.

A Closer Look  

Arcadian’s technology connects fragmented data sources, including ERP systems, public mapping data, traffic feeds, weather and geospatial data, into a single operational view. 

Using Python for data processing and Node.js and Next.js for scalable application and interface layers, the platforms identify demand patterns and optimise routes, scheduling and priorities in real time.

For clients, this means systems that identify load and demand patterns automatically while surfacing exceptions, risks and operational bottlenecks before they cause delays. 

The platforms also automate NLP-driven communications between systems, staff and customers, and continuously reprioritise jobs based on live conditions.

This approach marks a departure from generic software toward context-aware operational systems. 

For the transport and logistics sector, it transforms AI from a reporting tool into a practical mechanism for daily efficiency. Operators can better utilise existing infrastructure and reduce their reliance on manual coordination.

Arcadian Managing Director Adrian Randall said the contract wins validated the agency’s focus on applied automation over experimental technology.

“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,” he said.

“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.”

As the rollout proceeds, Arcadian expects to identify further efficiency gains, powered by AI and automation, across the four engagements. 

Based in Melbourne, Arcadian helps mid-sized companies, corporates, and startups navigate digital complexity. The team focuses on systems integration, practical AI adoption, and scalable enterprise platforms for brands including Australia Post, Powercor, Queen Victoria Markets, Bowens Timber and Hardware, and Roy Morgan Research. To find out more visit https://arcadiandigital.com.au/.

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