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What Your AI Is Learning From
Three different questions get asked as one, which is why the conversations go nowhere. Six things a feature might be reading, what leaves and what stays
HROps Dispatch
HR Data
HR Data
Explore a more focused slice of the newsroom, with each story designed to be useful in real teams and real decisions.
Payroll Reports Somebody Will Actually Read
Payroll systems produce a great deal of output and almost none of it was designed to be read. Three jobs reporting gets confused for, six kinds of report
Where Payroll Data Comes From
The calculation is rarely the problem; what reached it usually is. Six ways payroll gets its data, where each one fails silently, and what automation does
Recruiting Analytics Your Pipeline Can Support
Recruiting data records administrative behaviour as much as hiring reality, and the two are indistinguishable in a report.
HR Data: The System of Record Nobody Agreed On
Four systems, four addresses, and nobody ever decided which one is right. Six ways employee data ends up scattered, how to choose the authoritative source
The HR Dashboard That Answers a Question
Two reports disagree because headcount, start date and leaver mean different things in different places, and nobody wrote the definitions down.
Who Owns the Org Chart, and Why It Is Always Wrong
A chart is a rendering of data held somewhere else, and it is wrong whenever the data is wrong or the reporting line is a fiction.