01 Measure cognitive ability at hiring, not in training
The cognitive abilities that predict who survives the CTO program are measurable in a 45-minute pre-employment assessment. ReadyFirst uncovers them before the offer letter, not in week six of academy.
If the prediction lives upstream of the training investment, the training investment lands on candidates who'll graduate. The dollars stop subsidizing the wrong recruits.
02 Uncover the candidates who look fine on paper, but cannot perform in the workplace
ReadyFirst measures multiple cognitive constructs separately rather than collapsing them into a single composite. The candidate who scrapes through on the strength of one ability while masking a weakness in another is the candidate who washes in month three.
The expensive washouts aren't the obvious bad fits — those rarely pass screening. They're the candidates whose pre-hire data was thin enough to feel inconclusive.
03 Compare hiring rounds against each other, year over year
Same instrument across rounds means washout rates can be tied back to the cognitive profile of each cohort. You can actually tell whether a process change moved the number — or didn't.
Without a stable measurement frame, every washout feels like a bad-luck story. With one, you see the patterns and can act on them.