AI-Driven Redundancies: What Business Owners Must Know

The real shift — and the question owners are asking

This one is genuine, not hype. AI and automation are now doing work that used to need a person: first-line customer replies, data entry and reconciliation, scheduling, first-draft documents, parts of bookkeeping and reporting. For some businesses that means a role is smaller than it was — and for a few, that a role is no longer needed at all. It is a real operational change, and it is reasonable for an owner to respond to it.

So the question lands on a lot of desks right now: “The software does most of this job now — can I just let the person go?” The honest answer is: not without following the redundancy process for your jurisdiction. The decision to remove a role can be completely legitimate. Whether the way you remove it is lawful depends almost entirely on the process you follow to get there.

Redundancy is about the role, not the person

The foundation is the same everywhere: a redundancy is a decision about a position, made because the work has changed — here, because automation has absorbed enough of the role that it is no longer required, or no longer required in its current form. It is not a judgement about the individual’s performance, attitude, or any personal characteristic.

That distinction is not just semantics — it is the line regulators and tribunals look for. The moment a “redundancy” is really a way to move on someone you have a performance or conduct issue with, or someone in a protected group, it stops being a redundancy and becomes a dismissal dressed up as one. That is the single most common way owners get this wrong, and it is entirely avoidable.

United States: at-will, but far from unconstrained

Most US employment is at-will, so there is no general federal requirement to run a formal “consultation and redeployment” process before ending employment. That makes it tempting to assume an AI-driven cut is simply a management call. It is not that simple — several bodies of law sit on top of at-will employment and each can turn a poorly handled cut into a costly dispute.

The two you must know before acting on any AI-related headcount change:

The RIF point is the one AI makes sharper. If automation conveniently removes the roles held mostly by your older workers, or by another protected group, a court will look at the effect of your selection, not just your intent. You need to be able to show the selection followed from the business change, with criteria you can defend on paper.

United States: familiarise yourself before you act

Because obligations vary so much by employer size and by state, the responsible first move is to understand your own exposure before you touch anyone’s job:

• Confirm whether federal WARN applies to your headcount and the size of the cut.
• Check your state’s mini-WARN thresholds and notice rules — assume nothing from the federal number.
• Pressure-test your selection against anti-discrimination law: could the outcome be read as targeting a protected group, even unintentionally?
• If you offer severance for a release of claims, understand the extra rules that apply to waivers — especially for older workers.

What both systems have in common

Wherever you operate, the same disciplines protect a genuine, AI-driven redundancy:

• Document the business reason — write down what the automation now does, what the role no longer requires, and why the position (not the person) is affected.
• Never disguise another decision as redundancy — a performance or conduct problem is a different process; a decision that lands on a protected group is a legal risk. Don’t launder either through “redundancy”.
• Make selection defensible — if more than one person does similar work, choose against role-based, business criteria you could explain to a stranger, not personal ones.
• Keep the evidence — you want a clear record that you followed a fair process: the reason, the consultation (where required), the redeployment consideration, and the entitlements paid.

This is general information, not legal advice

Redundancy law turns on the specifics — your size, the person’s service and award or agreement, and your federal and state obligations. Treat this as a plain-English orientation, then confirm the details for your situation. In the US, the Department of Labor and your state labor department cover WARN and notice rules, and the EEOC covers discrimination; for a specific decision, take advice from an employment attorney.

Where SG1 fits

We help owners make the AI-and-automation change deliberately rather than reactively — understanding which parts of a role are genuinely automatable, what that means for the people doing the work, and how to make any resulting change carefully and on the front foot. We are not your lawyer, and we’ll always point you to proper legal advice for the dismissal itself — but we can help you think it through before you get there.

As an example of how we help employers get the process right, we built airedundancytoolkit.com for the Australian market — a free, step-by-step redundancy walkthrough. It is AU-specific and does not model US WARN or state law, but the same principle behind it — document the process, keep the evidence — applies just as much to a US reduction in force.