By Alex Lennane
18/02/2026
A Melbourne start-up has entered the increasingly charged debate over freight ERP dominance, arguing that the architectural foundations of systems such as CargoWise are no longer fit for a volatile trade environment.
Argocore this week emerged from stealth with Cargonautix, an “intelligence-native” execution platform for freight forwarders and customs brokers. Its core claim: traditional freight ERPs were built to record transactions, not to shape outcomes.
“Legacy systems were designed primarily for linear process, transaction recording and financial integrity,” said CEO Jason Picknell. “Embedding predictive intelligence into tightly coupled architectures is complex. They are structurally constrained rather than incapable.”
In most established ERP systems, compliance checks, tariff validation. and documentation processes are triggered at defined points in a linear workflow. Risk tends to surface at rejection, delay, or arrival, when commercial options are limited.
“Most systems surface risk when it is too late,” said Mr Picknell. “We surface it while the shipment is still movable.”
Cargonautix evaluates classification confidence, FTA eligibility, and tariff exposure continuously across the shipment lifecycle, rather than sequentially, the company claims.
“The industry is shifting from recording what happened, to influencing what should happen next.”
In an era of fast-changing tariff and sanction complexity, Argocore is arguing that waiting until clearance to identify exposure is structurally flawed.
Whether incumbent platforms can retrofit that kind of continuous intelligence into deeply coupled ERP stacks remains an open question.
Unlike many AI-led workflow tools now appearing in freight tech, Argocore is not positioning itself as a bolt-on analytics layer.
“For most operators, it is a replacement rather than a permanent add-on,” said Mr Picknell.
Migration can be phased through APIs, but the long-term model is full execution within a unified architecture.
That puts Cargonautix in direct competition with CargoWise, Magaya, Descartes, and other established providers at a time when forwarders are already scrutinising platform dependency following recent pricing debates.
Switching ERP remains one of the most disruptive moves a forwarder can make, affecting finance, compliance, customer portals, and operational processes. Incumbents retain powerful advantages in scale, global customs connectivity, and embedded accounting capability.
But the tone of the conversation is starting to shift. Where once the industry asked which ERP to standardise on, some are now asking whether the underlying model is fundamentally limiting.
Argocore is careful to draw boundaries around its AI claims.
“Tariff logic, duty calculations, FTA validation, and regulatory schema enforcement are rules-based. They must be deterministic and auditable. Law is rules.”
AI is applied to classification confidence scoring, anomaly detection, document extraction, and tradelane risk scoring, it said, but not to replace regulatory accountability.
“AI supports decision-making within compliance guardrails; it does not replace accountability.”
The platform integrates directly with Australian Border Force and quarantine authorities, and is entering user acceptance testing ahead of commercial launch next month. International expansion is expected to begin in Asia-Pacific markets.
Data sovereignty is also a key plank of its positioning, it added.
“Customer operational data belongs to the customer. We do not monetise or pool shipment-level data,” explained Mr Picknell.
Argocore is not alone in sensing opportunity. Established alternative providers say inbound enquiries from forwarders exploring options have increased.
Newage, which has operated in freight software for more than 15 years and claims strong positions in the UAE and India, reports “a surge of interest from forwarders who want a robust, proven platform”, rather than early-stage experimentation.
Taken together, AI-native entrants and established second-tier vendors are testing whether freight’s dominant ERP model is more vulnerable than it appears.
For now, CargoWise and other incumbents remain deeply embedded across global forwarding operations. But if volatility continues to shift commercial risk upstream before goods even move, systems designed primarily to record transactions may find themselves under increasing pressure to evolve.
“Automation improves efficiency,” said Mr Picknell. “Collapsing linear structure changes outcomes.”
The question for the industry is whether that architectural shift can happen inside existing ERP giants – or only outside them.