Deloitte found that 30% of retailers surveyed use AI for supply chain visibility, expected to rise to 41% within a year, with 59% of executives anticipating positive return on investment within 12 months.
Buying is accelerating faster than evaluation methods have improved. What follows is why feature comparison produces poor decisions, the question that actually separates platforms, and the eight criteria worth weighting once you have answered it.
What logistics management software covers
Logistics management software is a broad category covering the planning, execution, and measurement of goods movement. In practice it splits into distinct layers that are frequently sold as though they were interchangeable.
Transport management systems plan movement between locations. Warehouse management systems govern stored inventory. Visibility platforms report position and status. Orchestration layers govern the transfer where an inbound unit becomes an outbound commitment.
MIXMOVE frames the consequence directly. These are not competing products. They are different jobs, and a platform that does one well will do another badly, which is why a feature list that spans all four should be read as a warning rather than a strength.
Why feature comparison fails as a method
Feature lists converge. Every serious platform now claims live tracking, route optimisation, analytics, and integration, which means the comparison grid fills up evenly and decides nothing.
Worse, the grid rewards breadth. A platform claiming forty features scores higher than one claiming twelve, regardless of whether the twelve are the ones that determine the outcome. Buyers end up selecting the widest claim rather than the deepest capability.
The question that decides the outcome
Ask which layer the platform governs, and what it assumes somebody else is doing.
A transport management system assumes something else knows what physically arrived. A warehouse management system assumes freight is being stored. A visibility platform assumes somebody else will act on what it reports. Each assumption is reasonable. The failures happen where two platforms both assume the other covers the gap.
McKinsey research into mid-mile and last-mile handovers found that waste created at blind handoffs between shippers, dispatchers, third-party logistics providers, and carriers accounts for between 6% and 13% of carrier revenue, with dwell time named as a leading driver. That waste sits precisely in the gap between layers, which is why it survives large software investments.
Eight criteria worth weighting
Layer clarity. What the platform governs and what it assumes. Everything below depends on this.
Integration depth, not integration count. A long connector list means little. What matters is whether data flows in both directions and whether the platform can act on what it receives rather than only display it.
Granularity of the record. Consignment-level records cannot support reallocation, completeness checking, or unit-level audit. Ask what the smallest addressable object is.
Instruction delivery at the point of work. Whether decisions reach the dock or the driver, or stop at a dashboard. This is the most common gap between a demonstration and a deployment.
Behaviour under exception. Every platform performs well on the happy path. Ask what happens when a load is short, a window is missed, or a site cannot receive. That is where the difference sits.
Compliance output. Whether the system produces reporting traceable to activity data. Under CSRD, transport emissions require exactly that, and reconstructed figures will not survive an audit.
Security and certification. Look for independently verified controls rather than descriptions of good practice. MIXMOVE is certified to ISO 27001 and SOC 2 Type II, and operates in line with GDPR and NIS2 requirements.
Time to first measurable result. Not implementation length. How long until a number a finance function recognises has moved.
What to ask in a demonstration
Bring your own scenario rather than watching theirs. A demonstration built by the vendor will always work.
Ask them to show a short line discovered at the dock, a load that has to be rebuilt after a site declines it, and an inbound trailer whose contents differ from the advance shipping notice. Those three cases separate platforms faster than any feature list.
Then ask where the instruction appears, and on whose screen.
Three signals to walk away from
The demonstration only shows the plan. If every screen is a planning view and none shows execution, the platform is describing intentions.
Exception handling is described rather than shown. A vendor who explains how exceptions are handled without demonstrating one is telling you the answer is complicated.
Reporting cannot be traced to an event. If a figure cannot be drilled to the movement that produced it, it will not support compliance reporting, and it will not survive scrutiny internally either.
What the evidence shows
Deloitte reports that 30% of retailers surveyed use AI for supply chain visibility, expected to reach 41% within a year, with 59% anticipating positive return on investment within 12 months and 66% planning supply chain restructuring if input costs rise.
McKinsey attributes between 6% and 13% of carrier revenue to waste at handover points.
Across MIXMOVE deployments, hub operations have recorded up to 130% higher warehouse hub throughput, up to 80% fewer errors, up to 50% less warehouse space, and up to 58% labour cost savings. Dwell time reductions of 40%, fill rate improvements of 10% to 20%, and up to 15% more billable output have been recorded. The platform is in use across 35+ distribution companies in 20+ countries.
DHL Supply Chain UK & Ireland ran a market evaluation to select a preferred cross-docking solution and chose MIXMOVE.
“In the UK & Ireland DHL conducted an exercise to select a preferred cross-docking solution as we didn’t have one. The most functionally rich solution was MIXMOVE.”
— Antony Cowlishaw, Head of IT, DHL Supply Chain UK&I
Where MIXMOVE sits in the stack
MIXMOVE HUB OS governs the orchestration layer, meaning the transfer where an inbound unit becomes an outbound commitment. Freight is identified at item level on arrival, matched against live outbound commitments, and sortation instructions surface at the point of work rather than in a planning system the dock team cannot see.
It does not replace a transport management system’s planning or a warehouse management system’s inventory control. It governs the gap both of them assume somebody else is covering.
MIXMOVE DI works at the network level, identifying the patterns a single site cannot show: which lanes lose utilisation, where dwell concentrates, which exceptions repeat. That is where improvement opportunities are found, and it is the layer that produces Scope 3 transport reporting structured to ISO 14083 methodology.
Both operate alongside an existing TMS, WMS, or ERP, or as a standalone platform.
Feature lists converge. Layers do not. Buyers who ask what a platform assumes somebody else is doing stop discovering the gap after implementation.
Request a MIXMOVE demonstration using your own exception scenarios rather than ours.
Frequently asked questions
What should I look for in logistics management software?
Start with which layer it governs and what it assumes another system covers. Then weight integration depth, record granularity, instruction delivery at the point of work, behaviour under exception, compliance output, certification, and time to first measurable result.
Why is integration the most common failure point?
Because platforms integrate to display rather than to act. A connector that imports data into a dashboard is different from one that lets the platform change an allocation based on what it received.
How should a software demonstration be evaluated?
Bring your own scenarios rather than watching the vendor’s. A short line at the dock, a load rebuilt after a site declines it, and a trailer whose contents differ from the advance notice will separate platforms quickly.
Does new logistics software require replacing an existing TMS or WMS?
Not necessarily. An orchestration layer governs the transfer between planning and inventory control and passes results to both. MIXMOVE HUB OS operates alongside an existing TMS, WMS, or ERP, or as a standalone platform.
