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Nobody saw it coming.
That is what people say after the resignation that blindsided the team, the client who left without warning, the project that looked fine until week eleven.
It is almost never true.
The signals were there for months. Nobody added them up.
The failure in these situations is almost never observation. It is aggregation. And the distinction matters more than it sounds, because organisations respond to being surprised by trying to observe harder, when the thing they actually lack is a place where observations meet.
Consider how a signal behaves on its own.
One good person seems a little flat in a meeting. A deadline slips by a few days. A client takes longer than usual to reply. A quiet team member stops volunteering for things. A second deadline slips, in a different team, six weeks later.
Every one of those is within normal range. Every one has an innocent explanation. And here is the uncomfortable part, the part that makes this so difficult to fix: usually the innocent explanation is the correct one. People do have off weeks. Deadlines slip for ordinary reasons. Clients are busy.
So each signal is noted, explained, and forgotten. That is not carelessness on anyone's part. It is a reasonable response to a single ambiguous data point.
The problem is what happens next: nothing. Because those four signals were noticed by four different people, in four different weeks, in four different conversations, nobody ever holds all four at once. There is no moment at which they are laid side by side and examined as a set.
Your organisation is not short of information. It simply never arrives in the same room.
The vital signs that move last
There is a second half to this problem, and most leadership dashboards are built in a way that guarantees it.
The metrics organisations track are almost all outcome metrics.
Revenue.
Attrition.
Delivery dates.
Client retention.
Utilisation.
Every one of them is real, and every one of them is a lagging indicator.
They are the vital signs that move last.
By the time attrition moves, the decision to leave was made months earlier. By the time revenue moves, a client relationship deteriorated over several quarters. By the time a delivery date slips publicly, the team has known privately for weeks.
Outcome metrics are a record of what has already happened. They are excellent for accountability and close to useless as a warning system. What leaders need alongside them are leading indicators, the things that move first. Those are softer, harder to count, and consequently absent from most reporting, which is precisely why the surprise keeps happening to competent people running well-instrumented organisations. B
What medicine did about it
Medicine had exactly this problem, and it cost people their lives.
Patients would deteriorate on the ward and the crash call would arrive as a surprise. Afterwards, the notes always showed the same thing. The signs had been there for hours. A slightly raised heart rate. A breathing rate creeping up. Blood pressure drifting down. Temperature a little off.
Each observation had been recorded faithfully, by a different nurse, on a different round. Each was individually unremarkable.
Nobody had failed to observe. Everything had been written down. What was missing was arithmetic.
So we built the early warning score. Every observation is scored against a scale. The scores are added together. The total, not any individual reading, triggers a defined response. A low total is watched. A higher one obliges an escalation, within a set time, to a named person.
Three things made it work, and all three transfer directly to an organisation.
It scores rather than judges. A number ends the circular argument about whether one reading is concerning. It usually is not. The only question that matters is what the total has reached.
It runs on a rhythm. Observations are taken at set intervals, not when someone happens to feel uneasy. Regularity is what converts scattered noticing into a visible trend.
It carries a threshold and an owner. A rising score obliges a specific person to act. Without that, a score is simply a more organised way of noticing something and doing nothing about it.
The result was that deterioration became visible hours earlier. Not because anyone started observing more carefully, but because someone finally added the numbers up, on time, with a duty attached to the total.
What was the last thing that "came out of nowhere" in your organisation?
Three signals that move early
These are the organisational equivalents of heart rate and respiratory rate. None is conclusive alone. That is exactly the point.
Who has gone quiet.
Not who is unhappy, but who has stopped contributing. The person who used to push back in meetings and now agrees. The one who no longer volunteers for anything beyond their remit. Disengagement appears as silence months before it appears as a resignation letter, and silence is almost never recorded anywhere.
Where the small slips are clustering.
One missed deadline is noise. Three in the same team inside a month is a pattern, and it nearly always predates any visible failure. The clustering is the signal, not the individual slip, which is why it goes unseen when each slip is handled by a different manager.
Which questions have stopped being asked.
When challenge disappears from a team, so does early warning. The people closest to a problem stop raising it, usually because raising it previously changed nothing. This signal moves earliest and is recorded least, and I would watch it above the other two.
How it actually assembles
Take a real shape, without the specifics.
In March, a senior manager mentions in passing that one of her best people seems quieter than usual. It is half a sentence in a corridor, and it goes nowhere. Reasonably so, because a quiet fortnight is not a problem.
In May, a project in that team slips by a week. The explanation is a supplier delay, and the explanation is true.
In June, the same person declines a piece of work she would normally have taken. Her manager notes it and assumes she is protecting her workload, which is a sensible thing for her to do.
In August, she resigns. Everyone is surprised.
Nothing in that sequence was hidden. Nothing was ignored. Each of the three earlier signals was seen by someone and explained correctly at the time. What never happened is the only thing that would have mattered: those three observations arriving in one place, in front of one person able to score the total and ask a question in June rather than learn the answer in August.
But isn't this just paranoia?
It is the first objection every sensible leader raises, and it deserves a straight answer.
If you start treating every quiet fortnight as a warning sign, you will spend your life investigating nothing and your team will feel watched rather than led. That is a real cost, and it is worse than the problem it tries to solve.
But that is not what a scoring system does. It does the opposite.
The reason a single observation gets excused is that, taken alone, excusing it is the correct call. A scoring system agrees with you. It does not ask you to act on one signal, interpret one signal, or worry about one signal. It asks you to record it and move on, exactly as you already do.
What changes is only what happens to the record. Instead of living in one person's memory and fading within a fortnight, it sits in a place where next month's observation lands beside it.
That is why the early warning score reduced anxiety on the ward rather than increasing it. Nurses stopped having to decide, alone and in the moment, whether a slightly raised heart rate was worth escalating. They recorded it. The total decided.
Applied to an organisation, the effect is the same. You are not asking your managers to become suspicious. You are relieving them of the burden of judging isolated signals, and giving that job to arithmetic and a rhythm instead.
Paranoia is reacting to every signal. This is the disciplined refusal to react to any single one, while refusing to lose it.
Run this on your week
Pick your three most important teams or client relationships.
For each, write down every small signal from the last eight weeks. Not only the concerning ones. All of them. The half sentence in the corridor. The slipped deadline with a good explanation. The person who stopped volunteering. The client who took nine days to reply instead of two.
Then do the only thing that matters, and it takes about ten minutes.
Put them side by side, in one place, and score the total rather than judging each one alone. A crude scale is fine. One point per signal. You are looking at which team is carrying four when the others are carrying one.
You are not hunting for a single alarming signal. You are looking for a rising total that nobody has yet added up.
Before you close the page, agree on two things. Who owns that total from now on, and what score obliges a conversation.
That is the practice. What it does not tell you is what a rising total looks like when it has been ignored for eighteen months, or what it costs to correct at that stage. That is the case I have worked this week, and it is inside.
Your organisation is not short of information. It simply never arrives in the same room.
Inside This Week's Diagnosis Room
Symptom: three senior people resigned inside six months, each with a good and separate explanation.
Diagnosis: aggregation blindness. Three true explanations, one pattern, and nobody scored the total.
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The Diagnostic Lens
Last week we looked at why senior leaders stop being told the truth. This week, at why the truth can already be in the building and still never reach one room.
Both are failures of the same kind. The information exists. The structure that would surface it does not.
From the Diagnostic Notes
Last week on LinkedIn I wrote about why we keep promoting people out of the job they are brilliant at, and why a reluctant manager is two losses rather than one promotion.
Final Thought
The crash call is never the beginning. It is the end of a process that started hours earlier, in observations that were each unremarkable and collectively conclusive.
Organisations fail the same way. Not suddenly, but visibly, to anyone holding all the information at once.
You do not need better observers. You almost certainly have good ones. You need a place where what they see is added up.
What are you currently seeing in pieces that would alarm you if you saw it whole?
Lead honestly. Lead clearly. Lead where it matters.
Dr Ikechukwu Okoh, The Leadership Diagnostician
Dr Ikechukwu Okoh, MBA
Dr Ikechukwu Okoh is a physician executive, leadership advisor, and author of Leadership Pulse, where he helps leaders make better decisions under pressure. He is also the host of The Fireplace Conversations podcast. Learn more at ikonmd.org.
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