The savings target is almost three times what RXO earned last year before interest, taxes, depreciation and amortization. You do not find that much money in the office-supplies budget.
C.H. Robinson agreed on Monday to buy RXO for $5.8 billion in cash and stock, and its shares have spent two sessions getting punished for it: down 11% on Monday and down another 4.3% by Tuesday afternoon, leaving a company worth about $16 billion. The explanations you have read are the ones Wall Street gave: dilution, roughly $3 billion of new debt, a buyback paused until leverage comes down, and analysts at Bank of America and Evercore trimming their targets. All true. What none of it does is hold the deal’s central promise, $300 million a year in cost savings within two years, up against RXO’s own books. Do that and the promise changes shape. RXO’s 2025 adjusted EBITDA was $109 million, so the target is about 2.75 times everything the business produced last year at that line, and it works out to roughly $32,500 for every one of the 9,218 people RXO employed at the end of 2025. That is the deal, and it is a plan about people.
Walk Through What C.H. Robinson Is Actually Buying
Start with the terms, because they tell you who is taking which risk. RXO holders get $17.25 in cash plus 0.0856 of a C.H. Robinson share, or $30.25 a share in total, which the company’s announcement pegs at a 29% premium to RXO’s October 2 close and 27% over its 90-day average. After closing, RXO’s owners would hold about 11% of the combined company, which carries an enterprise value of more than $25 billion. The deal is supposed to close in the first half of 2027, needs RXO shareholders and regulators to sign off, and is financed with a fully underwritten bridge loan from Morgan Stanley. C.H. Robinson says it will be accretive to adjusted earnings within nine months of closing and add mid-teens percentage growth to adjusted earnings per share in 2028.
Now look at what RXO is as a business, because the numbers explain the price. In 2025 it booked $5.74 billion in revenue, an adjusted EBITDA of $109 million and a net loss of $100 million. That is a 1.9% adjusted EBITDA margin. A freight broker sits between the companies that need loads moved and the carriers that move them, and its gross profit is the spread between what the shipper pays and what the trucker gets. At a 1.9% margin, almost all of that spread is eaten by operating costs, and in brokerage the biggest of those is the people who find the trucks, price the loads and answer the phone when a delivery is late. You can read RXO’s annual report and find exactly who they are: 6,906 employees and 2,312 temporary workers on December 31, a headcount that was 9,873 a year earlier.
So when C.H. Robinson describes the $300 million as cost-to-serve improvements, operating efficiencies, shared services and third-party spend, you should translate it into the only line big enough to produce it. Shared services and vendor consolidation will deliver some of it, and closing duplicate offices will deliver more. None of those comes close to a number nearly triple RXO’s annual EBITDA. The bulk has to come from the largest cost RXO carries, which is the people doing the brokering, and C.H. Robinson’s own plan, applying its Lean AI operating model across RXO, says as much without saying it. Inside C.H. Robinson, that model has meant AI agents taking over pricing shipments, coordinating pickups and deliveries, and monitoring cargo in transit, work people used to do.
C.H. Robinson Has Already Shown You the Playbook
The reason you can be fairly confident about where the savings come from is that C.H. Robinson has run this exact experiment on itself. Total headcount fell from about 14,990 in the first quarter of 2024 to roughly 12,085 by the fourth quarter of 2025, and its North American Surface Transportation unit went from about 6,004 people to about 4,970. The company has been plain about why. It says many processes that once needed heavy human involvement are now automated, which lets it grow without adding staff. It calls the whole approach Lean AI, a name that sounds like a protein bar and works like a reorganisation memo. The point of the name is that fewer people move more freight.
Here is our own arithmetic, offered as an illustration rather than a forecast. C.H. Robinson’s headcount fell about 19% across those seven quarters. Apply the same rate to RXO’s 9,218 and you get roughly 1,800 roles. The 2,312 temporary workers are the easiest to release and the least likely to show up in anyone’s severance disclosure. We are not claiming C.H. Robinson has a layoff number in a drawer, and the company has not published one. We are saying that a $300 million target at a business earning $109 million does not get met by renegotiating the software contracts.
This is also why the deal makes more sense than the stock reaction suggests, and you should hold both thoughts at once. RXO’s thin margin is exactly what makes it attractive to a buyer that believes it can run the same freight with fewer people. Bank of America said as much while keeping its buy rating, arguing C.H. Robinson could beat the target by applying Lean AI to RXO’s productivity gap. The market’s complaint is about the price and the timing, not the logic. If you are a C.H. Robinson shareholder, the bet is that the playbook transfers. If you are an RXO broker in Charlotte or Chicago, it is the same bet, just with the sign flipped. The same logic sat under Michael Dell’s family office paying 20 times EBITDA for an insurance brokerage it means to automate last month: the premium a buyer pays for a people business is a down payment on running it with far fewer of them.
What C.H. Robinson Owes Before the Vote
Our position is simple. The deal is probably good business, and it is a workforce plan that has been announced as a growth story. Those are compatible, and only one of them has been disclosed. C.H. Robinson has given investors a savings number, an accretion timeline and a leverage range of 1.75 to 2.25 times EBITDA by the end of 2028. It has given RXO’s 9,218 workers one sentence about AI agents. RXO shareholders still have to approve this, and before they do, C.H. Robinson should publish what it expects the combined headcount to look like at the end of the two-year savings window, the same way it published the dollar figure those cuts are meant to produce.
Our read is that antitrust will not be the obstacle, and you should not expect regulators to slow this down. Truckload brokerage is fragmented enough that even a combined C.H. Robinson and RXO does not come close to controlling what shippers pay. That is exactly why the disclosure matters: no agency is going to ask the question, so the company should answer it. A firm that wants credit for being an AI pioneer should be able to state what that pioneering does to its payroll, in a number, not a euphemism.
The stock may well recover once the financing settles and the first quarters of integration land on plan. If it does, the gain will have been earned the way C.H. Robinson earned its last one, by running more freight with fewer people. Investors are entitled to like that. RXO’s workers are entitled to know it is coming.