Most operations leaders are now being asked the same question: what are we doing about AI? The honest answer, in most mid-sized companies, is a pilot or two and a lot of vendor emails. The gap between that and real value is rarely the tool. It is the choice of problem and the people around it.
Start with the bottleneck, not the tool
A supply chain has more decision points than most people count. Replenishment, allocation, carrier selection, purchasing, customs paperwork, exception handling. Each one involves several people, a few systems and a natural delay while information moves between them.
Before you evaluate any software, answer two questions:
- What does our supply chain need to do to support the business plan this year?
- Which 2 or 3 delays or errors most often stop it from doing that?
If a proposed AI project does not clear one of those, set it aside. Companies that skip this step end up with a handful of disconnected experiments and no change in cost or service levels.
Where it tends to pay off first
The early wins are in work that is repetitive, rules-based and heavy on numbers:
- Demand forecasting. Software can test more scenarios, faster, than a planner with a spreadsheet.
- Replenishment and allocation. A large share of the daily routine can be handled within set rules, with a planner reviewing the exceptions.
- Freight and trade. Comparing lanes, modes and duty exposure across a cross-border network is exactly the sort of job that takes a person days and a model minutes.
None of this makes the function autonomous. It moves planners from producing the first draft to judging it. That is a different job, and it changes who you should hire.
You are not replacing your systems
Your company has probably spent years and real money on a WMS, a TMS and an ERP. Nobody sensible is ripping those out. The practical question is how new tools connect to what you already run, and who owns that connection.
That usually needs a conversation between operations, IT and finance before anything is bought. Someone on the supply chain side has to be able to take part in it without a translator.
What this means for hiring
The job descriptions for planners, analysts, buyers and logistics coordinators are shifting. When we talk to operations leaders, the profile they want now looks like this:
- Understands how information moves. Not a programmer, but someone who knows what a WMS, TMS and ERP each do and where data goes wrong between them.
- Reads a P&L. Can tie a decision on inventory or freight to margin and working capital.
- Sees end to end. Has worked, or at least learned, across purchasing, transportation, warehousing and planning, and does not optimize one corner at the expense of the others.
- Works with other departments. Finance, sales and HR all touch the supply chain, and the best people treat them as partners.
- Questions the output. Comfortable overriding a recommendation when it does not match what is happening on the dock.
Spreadsheet skill alone no longer separates a strong candidate from an average one.
Resilience needs a budget conversation
Volatility is not going away, and in Canada and the US tariffs and trade rules can change the economics of a lane quickly. Building resilience costs money before it saves any: second sources, safety stock, flexible carrier agreements. That is a hard sell to a finance team focused on this quarter.
The operations leaders who get it approved bring the controller in early and frame it as risk cost avoided. It helps to have someone on the team who can build that case with numbers, which is another reason financial fluency matters in supply chain hires.
Practical steps
- List the 2 or 3 bottlenecks that most limit your plan this year.
- For each, decide whether the fix is process, people or technology. Often it is the first two.
- Map what your current systems already do before shopping for new tools.
- Rewrite two or three open or upcoming roles around data fluency, financial awareness and cross-functional work.
- Give your existing planners and analysts a chance to grow into the review-and-decide role. Some will, and you will keep their plant and customer knowledge.
Next step
Pick one bottleneck this month and write down what the person who owns it would need to know in 12 months that they do not today. That gives you both a project and a hiring brief. If you are building out a planning, logistics or operations team and want to talk through the profile, a Traverse recruiter can help.