A letter from the founder
Why we built this.
July 2026
Ask someone what they did at work today and they will list tasks. Emails answered. A document written. A call taken. But a task is not the real unit of work. The real unit is the process: the thing that starts with one person and finishes with another. An application becomes a screen, the screen becomes an interview, the interview becomes an offer. A budget becomes a review, then an approval, then a plan. Everything important at a company moves like this, through several pairs of hands. The handoffs are where work succeeds or quietly dies. Work is multiplayer.
Over the past few years, AI joined the team. Assistants draft the email, summarize the call, suggest the shortlist, and more and more, they act. They sit inside everyone's working day, on every side of every process. But the processes themselves still assume humans only. The tools that coordinate people, the trackers and inboxes and checklists, have no seat for AI: no place where its work is visible, no rules for what it may and may not do. So AI participates anyway. Informally. Invisibly. With no one accountable for what it does.
The failure mode is not dramatic. It is not a rogue machine. It is drift. A summary quietly buries a strong candidate because her story did not match the pattern. A filter someone set up in an afternoon runs for a year, and nobody audits it. A suggestion becomes a habit, and the habit becomes the way things are done. Then something goes wrong, and you go looking for the person who made the call, and there is no name. Nobody decided. It just happened. Multiply that by every process in every company, and you get a working world where more and more of what happens to people was never actually decided by anyone.
We think the answer fits in one sentence.
AI proposes. The process enforces. A named person decides.
AI proposes. We let it do what it is genuinely good at: the busywork. It drafts, gathers, summarizes, compares, prepares. It turns a pile into a brief and a blank page into a start. It saves people the hours that were never really the job. It never gets the last word.
The process enforces. A process should be a guarantee, not a hope. So ours runs like a machine: steps happen in order, nothing gets skipped, everything is recorded. Not because we distrust people, but because a fair process is one that runs the same way for everyone, every time.
A named person decides. Every decision that affects a person carries a human name and that human's written reason. Not a score. Not "the system". A colleague, on the record, who can be asked why. Accountability is not paperwork. It is the difference between a judgment and an accident.
We started with hiring. It is the process where the stakes are people: someone's next job, someone's next colleague. It is the process where the black hole is a cliché because it is true. Most applicants hear nothing at all, and nobody chose that either. And it is the process where both sides already live in assistants: candidates ask them to find roles and sharpen applications, recruiters ask them to make sense of the pile. If AI needs a governed seat anywhere first, it is here.
Hiring is our first playbook, not our last. Where this goes next, we will earn one playbook at a time.
So here is what we promise.
- Your process runs the way you designed it.
- AI never decides anything about a person.
- Every decision has a name on it.
These are not features. They are the rules we build inside, and the ones we expect to be held to. That is the whole idea. That is why we built this.
This is a working thesis. If it resonates or if you disagree, write to me.
Galem · founder