About Team Inflection

My last company went from ten people to a hundred in under two years. In that kind of growth, the one thing that has to hold is role clarity: that every person still knows what they do, what they own and what they are measured on. Structures shift under people's feet, and someone who was clear on their job in March is lost by September — not because they stopped caring, but because nobody wrote it down again.

That is what turns it into a real challenge. It sits next to the business, next to the endless interviews, next to everything that cannot wait a week. You know the people work matters. It is still the thing that falls behind.

I ran it myself as a leader: nine-box grids, competency models, one framework after the next. They all worked on paper and they all ate my week. Assessing the team, deciding who is ready, rewriting roles as the company changed — that came after revenue, after product, after the next hire.

What I needed was small. People matter, and I wanted to spend as little time on the process as possible. No deep psychological profile. Act fast, hire fast, and still hand every person a career plan that keeps them motivated and in the game.

The ABCD assessment turned out to be exactly what I needed: a plain tool, agreed once, that answers the role-clarity question in an afternoon instead of a quarter. The talent pipeline is the second half. Those two became the pillars of this platform — and they stay accurate and objective, because every rating carries the evidence behind it.

The talent pipeline cannot sit with one person: it works when every member of the management team keeps their own view of who is out there, not when it is a folder one department opens twice a year. With LinkedIn inside the pipeline, a profile you notice in passing becomes a candidate record instead of a memory — each manager adds what they see, and the list stays alive on its own.

The talent audit is the other half of that problem. It gets treated as a stepchild: nobody owns it, so it happens once, badly, and then not again for a year. What it needs is a fixed place in the structure. A recurring slot, a known effort — you can see exactly how long it will take before you start, so it is never a surprise, and it never quietly disappears behind the next quarter. With AI the reminder arrives on its own, the preparation is done, and the connections between roles, people and candidates are already made. The assessment itself stays where it belongs: the manager decides and signs off. Everything around it is prepared.

Everything above points at one moment. You sit down, the whole picture is in front of you, and you decide: who you hire, and for which reasons. Who you promote. Who gets the salary increase. And who, when it comes down to it, needs a fast exit — because you can see the mismatch in time instead of hoping it changes by itself.

That is the whole product, really: make the decision process as simple as possible. Every reason sits next to the person it belongs to, so you are not assembling evidence out of three tools and a spreadsheet before you can act. When the picture is complete the decision takes ten minutes and you can explain it afterwards. When it is not, it takes weeks and you still second-guess it.

The real payoff is a management team of three or four people who all read people the same way. When someone raises a concern and you can say "this one is a C, that one is an A", everyone in the room knows what that means, because the matrix was agreed on beforehand. Nobody questions it anymore, and the decision gets made in the meeting instead of dragging on for weeks.

When I described it to other leaders, they all said the same thing back: exactly this is missing, everything else is far too complicated, this is simply easier. That is how Andre and I ended up building it together — he had lived the same thing from his side of the table. So we turned those two pillars into one platform: an HR platform small enough to survive a growing quarter and fair enough to defend in the room.

That is Team Inflection: turning individual talent into collective strength, with the ABCD talent audit and the talent pipeline in one process, in one place. AI takes more of the preparation off your plate than it could a few years ago — the decision stays with you. We built it the way we had to work ourselves, and we hope it brings your team the same structure it brought ours.