What "enterprise" means when a small tool sells it to you

Every product in this category eventually adds an enterprise tier. The pricing page implies scale — more seats, more volume, more support.

In practice, at this size of company, "enterprise" almost always means one thing: someone else's legal department has to approve it.

What actually changes at that tier

Not throughput. A system that generates forty portraits generates four hundred without architectural difficulty. What changes is paperwork: a data processing agreement, a named list of subprocessors, a retention commitment, sometimes a region guarantee about where images are stored.

That is why the enterprise pages read the way they do. Aragon's tier and HeadshotPro's are compared on the axes that a procurement review asks about, because that is who reads them.

We wrote both comparisons and we compete with both, so the sensible way to use them is for the question list, not the conclusion. The comparison index is the same deal.

The axis that is genuinely different

Turnaround. Here the difference between products is real and measurable, because it comes from how much compute they reserve and how they queue. Aragon on turnaround is the specific version of that argument.

It matters more than it sounds. A rollout across a company is a scheduling problem, and a three-day turn versus a three-hour one changes whether you can do it inside one working week or across two.

The case for doing it at all

The benefits argument is our own and reads like it. The honest short version is two items long: it is cheaper, and it can be repeated for the person who joins in March without organising anything.

Everything else on such lists is decoration.

What to ask before signing anything

How long are source photos retained, and is that written down with a number. Who are the subprocessors. Can employees opt out without it being awkward. Whether outputs are licensed for advertising or only for profiles.

Four questions. They take a vendor about a minute to answer if the answer is good, and considerably longer if it is not.

One vendor comparison we did write carefully

The TryItOnAI review is worth reading for one thing: it shows failed runs. That is rarer than it should be, and it is the only part of any vendor comparison that cannot be faked.

Related: Corporate headshots: what changes when it is fifty people

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