Most companies can break down every major expense they incur. Freight remains a notable exception, with unexamined / emergency spending typically accounting for 20 to 30 percent of total outlay.
Here is a diagnostic question worth putting to your leadership team this quarter: what does a single delayed truck cost this company?
Most executives cannot answer it. The same executives can tell you their cost per unit sold to two decimal places, their customer acquisition cost by channel, and their gross margin by SKU.
Ask them to break out the freight bill, the third or fourth largest line item on the operating statement for most product companies, and you get a bunch of averages followed by “it depends” and then a promise to get back to you with a number that is rarely forthcoming.
This is not a failure of financial discipline. It is a structural blind spot, and it has a specific cause.
Why freight escapes management
Freight is one of the few significant costs in a modern business that no single function owns end-to-end.
Procurement negotiates the rates. Operations plans the loads and manages the carriers. Finance receives the invoices weeks later and approves them against contracts it did not negotiate for trips it did not observe. Each function does its part competently. None of them sees the whole, and the handoffs between them are where the money goes.
The consequence is that freight gets managed as a series of local decisions: a rate negotiated here, a truck dispatched there, and an invoice approved somewhere else, all of which work independently, rather than as a system with a measurable total cost. Local optimization is not the same as control. A procurement team can win a rate reduction in March that is entirely consumed by detention charges in April, and no report in the business will connect the two events.
When a cost is not decomposed, it cannot be managed. It can only be absorbed.
Five key areas of freight cost overruns across operations and finance
Across deployments of our freight platform, we have found that the gap between what companies pay for freight and what they need to pay concentrates in five key operational areas across procurement sourcing, dispatch planning, and invoice settlement. The figures below are expressed as a share of total freight spend, which a business would recover per $100 they currently spend and they hold with reasonable consistency across shippers of different sizes and sectors.
Rate sourcing: 8 to 12 percent: The largest unrecovered freight cost and the hardest to find is the discrepancy between the agreed rate and the best rate available. That you have paid the agreed rate is self-evident. The extra cost is in the rate that you have not discovered, like the carrier willing to offer a lower rate than that you have agreed to, the contracted partner happy to carry at the contract rate as opposed to the higher rate on the spot market, and the lower annual tender rate possible had you tendered twelve months in advance of a highly variable market moving in three different directions within that year. A manual procurement process cannot possibly undertake sufficient price discovery to enable it to procure at the best price; thus, stability is the default option and stability costs.
Vehicle utilization: 5 to 8 percent: Every partially loaded truck and every empty return leg is freight you paid for and did not use. The causes are mundane, such as loads that could have been consolidated but were planned by different people on different days, a dispatch schedule built around convenience rather than fill rate, and a decision to send a half-full vehicle now instead of a full one tomorrow, made without anyone calculating which was cheaper. None of these is a pricing problem, which is why none of them is fixed by negotiation; rather, they are recovered in capacity and route planning at the point the dispatch is decided.
Penalties and detentions: 3 to 5 percent: This is the leak most companies would swear they do not have, because it arrives in small increments that are absorbed at the operational level and never aggregated. A detention charge here, an expired document at a checkpoint there, and a penalty for a compliance gap nobody noticed. Individually they are rounding errors. Annually, they are a line item that behaves like a silent tax on the operation. Almost none of it is unavoidable; it is the cost of documentation and compliance being checked by people rather than by systems.
Billing errors and administrative overhead: 2 to 4 percent: The invoice does not match the contract. Sometimes this is disputed and recovered, at the cost of finance team hours. More often, on invoices small enough not to justify the argument, it is simply paid. The billing discrepancy is not usually fraud; rather, it is the accumulated drift of rates that were agreed upon in one system, executed in another, and billed from a third, with a human retyping the numbers at each boundary.
Operations team time: 2 to 4 percent: The least visible cost of all, because it never appears as freight spend. It is the hours your team spends every week asking where the truck is, chasing status updates, verifying documents, and reconciling invoices, which is labor that produces no output beyond the information it retrieves. On any large freight book, the fully loaded cost of that time is material.
Why total unmanaged freight costs reach 20 to 30 percent
Added together, these cost overruns account for 20 to 30 percent of total freight spend in an operation that has not been systematically managed. On a $50 million freight book, that is $10 to $15 million a year.
The number surprises people, and the instinctive response is to assume it is a modelled maximum rather than an observed range. It is worth understanding why it is neither unusual nor especially difficult to achieve, and the explanation is that these five cost drivers are not independent.
A rate agreed upon during procurement causes invoice discrepancies because the two stages do not share a system. A detention charge occurs because a documentation check failed before dispatch, and it goes unrecovered because nobody connected the penalty to the check. A truck runs half empty because the planner could not see a consolidation opportunity that existed in another team’s spreadsheet. Each extra expense is caused, at least partly, by a boundary between stages, which means connecting operational workflows addresses several of them at once.
A rate agreed upon during procurement leaks at invoicing because the two stages do not share a system. A detention charge occurs because a documentation check failed before dispatch, and it goes unrecovered because nobody connected the penalty to the check. A truck runs half empty because the planner could not see a consolidation opportunity that existed in another team’s spreadsheet. Each leak is caused, at least partly, by a boundary between stages, which means closing the boundaries addresses several of them at once.
This is also why incremental fixes disappoint. Companies that digitize only tracking or only freight audit typically report a modest gain and then plateau, because they have improved one stage while leaving the seams intact. The compounding returns come from continuity.
Connecting procurement, planning, and finance workflows
The shift that matters is connecting procurement, load planning, execution, and financial invoice settlements into a single operational workflow.
In practical terms, that means procurement, planning, execution, and invoicing running on shared data. When a freight transport management system is built this way, the rate agreed at bidding is the rate that appears on the invoice automatically, with no human retyping it and no dispute to resolve. A delay detected during a trip is visible to the person who planned the load, while there is still time to act. A documentation gap is caught before the vehicle leaves the yard rather than at a checkpoint.
None of this is exotic technology. It is mostly the removal of boundaries that existed for organizational reasons rather than operational ones.
What it changes at the executive level is the quality of the question you can ask. Instead of “Why was the freight bill high last quarter?” you can ask which lanes are running above modelled cost, which carriers are underperforming against their contracted service levels, and where cost overruns are increasing. Those questions have answers, and the answers are actionable.
What it changes at the executive level is the quality of the question you can ask. Instead of “Why was the freight bill high last quarter?” you can ask which lanes are running above modelled cost, which carriers are underperforming against their contracted service levels, and which of the five leaks is widening. Those questions have answers, and the answers are actionable.
Where to start
Not with software. With a baseline.
Before evaluating any platform, establish what freight actually costs you at the lane level today, like base rate, detention and demurrage, penalties, damages, and the administrative hours consumed per shipment. The last two are the ones most teams omit, and they are rarely small.
Two things follow from that exercise. First, you will have the number against which any future investment is measured, which is the only defense against a vendor’s claims and your own optimism. Secondly, and this is the more common outcome, you will discover that assembling the baseline is itself difficult, because the data lives in four systems owned by three functions.
That difficulty is not an obstacle to the project. It is the finding. A cost you cannot currently measure is a cost you are not currently managing, and freight has been the last major line on the P&L where that has been allowed to stand.
About the Author:
Sheetal Kumar Ajamera is Senior Principal Architect at Libera, where he leads the engineering behind the platform’s freight procurement, planning, execution, and invoicing modules. He has spent his career architecting large-scale supply chain and ERP systems, with a focus on turning fragmented logistics processes into connected, data-driven platforms. At Libera, his work centers on the AI agents that power real-time rate benchmarking, load optimization, and billing reconciliation for shippers across India.
Connect with Sheetal on LinkedIn
