We architect quality.

Fair scepticism. For us it means two specific things.

We use AI in the work — test design, requirement analysis, defect clustering, release-readiness scoring — because it does those things better than a person reading every ticket. And we test AI products for clients who ship them, which is a different discipline again: non-deterministic outputs, LLM-as-a-judge evaluation, adversarial prompt testing.

What it doesn't mean is that AI replaces judgement. AI test design covers the space you've described faster and more completely than a person can. It won't find the bug nobody thought to look for.

An outsourcing firm sells you people by the month, and the longer you need them, the better the arrangement works for them.

Three of our four services are fixed scope, fixed price, with a defined end and a handover. We're paid to change how quality works, not to stay. The fourth runs monthly and rolling, with no minimum term — so if it isn't working, you leave.

Most of our work is with teams that already exist.

The constraint is rarely the people. It's the test architecture they inherited, the process built around a release cadence you no longer run, or the absence of anyone senior enough to set a standard. We work alongside your team and hand over what we build, because a team that can't maintain the new approach reverts to the old one within two quarters.

If the honest answer after an assessment is that you need one more engineer rather than us, we'll tell you that.

We're a core team of senior practitioners, extended with specialists we've worked with before when an engagement needs particular depth. We don't keep a bench of juniors to place.

That means the people you meet are the people who do the work. It also means we take a small number of clients at a time and occasionally can't start when you'd like — which we'll tell you on the first call rather than stretch and under-deliver.

Usually not, and we'd rather not.

We work with synthetic data built to match your real distributions — including the edge cases your production set happens not to contain. In healthcare that keeps us outside your PHI scope entirely, so there's no Business Associate Agreement to negotiate before anything starts. In financial services it means no PII leaves your environment.

Where an engagement genuinely needs production access, we'll say so up front and work to your security requirements rather than around them.

Three of our four services are fixed scope, fixed price, four to six weeks. You know the cost before it starts and there's no open-ended engagement to exit.

Intelligent Quality Operations runs as a monthly retainer, rolling, no minimum term.

Price depends on the size of your estate and how much of it is in scope. Every service page carries a starting-from figure so you can size it before you talk to us.