Why I take the 7 a.m. clinical review

I am one of the clinicians who reviews what the platform did the day before. I want to describe the job plainly, because "clinician-reviewed" is the kind of phrase a company can put on a page without much behind it, and I would like you to know what is behind ours.

Most mornings I open a record of the decisions the engine made - where it paced someone more slowly, where a safety signal surfaced, where an interaction was routed toward support rather than allowed to continue. I am not reading code. I am reading behaviour, the way I would read what happened in a session. My question is not did the system run correctly - an engineer can answer that. My question is was this the caring thing to do for this person - which an engineer cannot, and was never meant to.

This arrangement is unusual, and it was a deliberate choice I will admit I doubted at first. In most products, the engineers are upstream and clinical input, if it exists, is a consultation bolted on near the end. Here it is inverted. The clinical review sits above the engineering process, not beside it. If I flag that a decision, however technically correct, was not the right thing to do for the human on the other end, that flag has teeth. I have used it. Things have changed because of it.

What I did not expect was how much of the work would be about restraint. I came in braced to catch the system being careless. More often I am watching to make sure it does not become over-attentive - that it does not start doing the thing this whole category does, which is to mistake monitoring for care. There is a version of a platform like this that watches users very closely and uses everything it sees to keep them engaged, and dresses that up as concern. Part of my job is to stand in the way of that version. Some days the most clinical thing I do is confirm that the platform left someone alone, at a moment when leaving them alone was correct and a more "engaged" product would have reached for them.

The hardest mornings are the ones with a genuine safety signal. Someone, somewhere, in distress. The system has already done what it is built to do - paced down, surfaced resources, opened a bridge to human support. My job is to check that the response was right and proportionate, neither too little nor an overreach that takes agency away from a person who still has it. I take those slowly. They are the reason the review happens every day and not weekly, and the reason it is a clinician who does it.

People sometimes ask whether I worry about working on technology, given where I trained. The honest answer is that I worried about it before I joined and worry about it less now, for one specific reason: the founders built the job to have authority before they hired anyone to do it. They did not want a clinician to bless decisions already made. They wanted a clinician who could stop them. That is rarer than it should be, and it is why I take the early review, most days, before the rest of the work begins.

Wouch, a relationship-readiness platform (not a dating app).