How do you find out a new hire is struggling before the hallway tells you?
A recruiter hears that someone from the cohort is struggling. The news doesn't come from a report or a dashboard. It comes from hallway gossip, and the cohort closed two months ago.
That is where we were. Nobody was hiding anything. The information existed, but it lived in two places that never met.
Where the signal was sitting
Call activity was in one spreadsheet. The personnel record was in another. Each was fine on its own. Activity showed what a person did. The personnel record showed who they were and which cohort they came in with.
To answer "how is this person doing since they started," someone had to open both files and match the rows by hand. Someone also had to think to ask in the first place. Nobody did, so the first signal arrived as gossip.
What we changed
We put call activity and the personnel record on the same screen. Once they sit side by side, two questions become easy to answer:
- Who built tempo in the first six weeks.
- Who stopped filing CRM entries, and when.
The "when" is the useful part. A stop date can be read against the person's start and cohort. You can see whether entries thinned out early or later, instead of finding out afterwards that they were thin.
The first six weeks work as a window for the same reason. A slow start is visible while the cohort is still fresh in the recruiter's mind, not two months after it closed.
What this is not
There is no AI in it. It is a data pipe between two sources that should have been connected earlier. We were embarrassed it hadn't existed sooner.
It also has limits:
- The screen shows that something changed, not why. A person who stopped filing entries is a reason to talk to them, not a verdict.
- The view is only as good as the data going in. If CRM entries are one of the signals, a gap can mean the person stopped logging, not that they stopped working. Having call activity next to it helps tell those two apart.
- It doesn't replace the recruiter's own judgment. It only means the recruiter hears about a problem from the data, not from the corridor.
What to do with this
Check where your own equivalents live. If the recruiter learns about a struggling hire from gossip, the likely cause is the same gap: activity in one place, people records in another.
Before building anything more complicated, put the two next to each other. Start with the two questions above: who built tempo early, and who stopped filing and when. Then have the conversation with the person while it still matters.