What should you learn in AI? A field guide by function.

If AI feels overwhelming

Not sure where to even start with AI in your role?

You're in the right place — and it is simpler than the internet makes it look. As an operations professional, you don't need to code or chase every new tool. It comes down to two skills: one everyone shares, and one specific to your function. This issue names both, plus the single action to take this week.

Welcome back to the OperationsCareers Briefing. Every time you open your phone, there is another reel telling you AI has changed again — learn this, do that, you are falling behind. It is noise, and it is exhausting. So this issue does the opposite: it gives you a clear, calm answer to one question. Based on your operations role, what should you actually learn, what should you do with it, and which course gets you there.

Start Here

Whatever your function, get fluent at prompting first

Before the role-specific part, one thing is true for everyone. The base skill is prompting — clearly instructing an AI to get a useful result. Get good at this first and everything else gets easier. It is quickly becoming a baseline expectation in operations roles, not a bonus.

"You don't need to learn everything. You need to learn the right thing for your role, and then use it."

Two Courses To Start With

Practical, role-focused, and worth your time

Two hands-on courses that map straight onto operations work. Course details and pricing change, so check the provider before enrolling.

Hands-on · By function

Generative AI for Operations Managers and Analysts

Udemy · Self-paced · Practical prompt library

A practical, role-focused course covering demand, inventory and scheduling prompts, root-cause analysis, procurement and operations reporting.

View on Udemy →

Frameworks · Supply chain & ops

AI for Operations & Supply Chain: Strategic Frameworks

Udemy · Self-paced · Non-technical

A non-technical look at applying AI across operations and supply chain — forecasting, process optimisation and risk — with a strong emphasis on human-in-the-loop decisions.

View on Udemy →

Your Direction, By Function

Six functions, six clear starting points

Find your function below. Each one gives you one thing to learn and one thing to do this week. Here are the first two — the rest are in the full briefing.

IT Operations

The one function where learning to genuinely build pays off — and a path toward the fast-growing AIOps roles.

Learnprompting to read logs and incidents, then simple scripting with AI.

Do this weekHave AI draft your next post-mortem or runbook from your rough notes.

Finance Operations

Kill the blank page and speed up the close.

LearnAI inside Excel, prompting for commentary, and your own data rules.

Do this weekDraft your next variance or break commentary with AI, then review every line.

The lineAI drafts the commentary. Humans keep the ledger.

HR Operations

Lift the repetitive question load off your week.

Learnprompting for policies, job descriptions and onboarding — and the bias limits.

Do this weekBuild a simple policy assistant over your staff handbook.