Teaching agents your depot rules is a real job

Teaching AI agents your depot rules is now a real job because logistics operations run on local, specific knowledge that an agent only follows well when someone writes those rules down, keeps them current and checks the agent applies them correctly.
Author

Jordan Van Tonder

Job Title

Strategy and Delivery Lead

What does logistics hiring look like right now?

Logistics is one of the sectors moving earliest on AI, and that is changing what depots need from the people they hire. Research shows that sectors like retail and logistics were already actively integrating AI to improve customer insights and streamline functions such as inventory management and supply chains GOV.UK's AI Adoption Research. When the tools arrive, the hiring list changes with them.

That shift is practical, not abstract. As agents take on routing, slot booking and stock checks, someone has to define the rules those agents follow. The work sits between operations and technology, and it is becoming a role in its own right rather than a task squeezed into someone's afternoon.

Why is teaching agents your depot rules becoming a role?

Every depot runs on local knowledge. Which bays take which vehicles, how you sequence a multi-drop load, when a hazardous item needs a separate process, what a late inbound means for the next shift. An agent does not know any of this until someone writes it down in plain, testable terms.

Because sectors like logistics are already integrating AI into inventory and supply chain functions GOV.UK's AI Adoption Research, the gap between what the agent can do and what the depot actually needs falls to a person. They translate floor reality into rules, spot where the agent gets it wrong, and keep the rules current as routes, customers and regulations change. That is a job, with a clear owner and a clear outcome.

How do you hire well for this kind of role in logistics?

Start with the person who already understands your depot. The best candidate often knows the floor before they know the tools: a shift lead, a planner, a dispatcher who can explain why a rule exists and when to break it. You can teach the agent side faster than you can teach years of operational judgement.

  • Look for people who can write clearly, because a rule that reads two ways will be followed two ways.
  • Test for curiosity: ask a candidate to explain how they would spot an agent getting a decision wrong.
  • Value operational judgement over tool familiarity, since the tools change but the depot logic endures.
  • Define success up front: fewer exceptions, faster slot booking, cleaner handovers between shifts.

Hire for the ability to keep rules current. A depot is never static, so the role only works if the person owns the rules over time, not just at setup.

How can we help you hire for it?

We search a database of 15 million candidates to find people who understand both logistics operations and the discipline of teaching an agent to follow the rules. Our recruitment agent manages recruitment end to end for 8% on a successful hire, with no monthly fee and no upfront cost, through Reed.ai. Tell us what your depot needs today, and we will start the search.

Sources

Jordan Van Tonder
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