What a CV cannot tell you

Every hiring mistake we are asked to unwind began with a persuasive CV. That is not a coincidence; it is selection bias built into the process. The CV is a record of outcomes, curated by the person it describes, and outcomes travel badly between contexts.

Style is the missing data

Two salespeople can both show 140 percent of quota. One built it on patient, referral-led trust; the other on volume and pressure. Both numbers are real. Put each in front of a private client base in Dubai, where a burned relationship stays burned, and the same number predicts opposite outcomes. The difference between them is not in any CV; it is working style: tempo, candour, impulse control, follow-through.

The same is true one desk closer to you. Two executive assistants can each show eight years beside a demanding principal. One survived by building systems that ran without supervision; the other survived by absorbing chaos heroically and burning out quietly. The CVs are indistinguishable. The second year of employment is not.

The reference problem

References were meant to fill this gap and no longer can. They are chosen by the candidate, constrained by law and courtesy, and describe performance beside a different principal with a different working style. A glowing reference from a structured, even-tempered executive tells you almost nothing about survival beside a founder who reprioritises hourly. The context that made the reference true does not transfer with the candidate.

Let the advert do the first screen

Before anyone reads a CV, the application itself can be a test. Our Compliance Filter builds the test into the job advert: an exact subject line, a named recipient, precise formatting instructions, no second chance. Most applicants fail before a human reads a word, and every failure is data: the role runs on precision under instruction, and the advert measured exactly that.

Principals are sometimes startled by the failure rate. They should be reassured by it. Every applicant removed by the filter is an interview hour returned to the business and a future error that never gets hired. The filter is part of every Consulting & placement engagement we run, sitting in front of a six-gate funnel that each candidate must clear before a shortlist exists.

Interviews measure performance, not style

An interview is a performance by a motivated performer, and senior salespeople are professionally excellent at exactly this performance. Structured assessment removes the audience. A structured profiling process, completed privately, with integrity checks that notice flat patterns and implausible speed, produces the Kane Profile: a banded picture of working style that is far harder to perform than an hour of charm, scored against the fit band set by the executive's own Halloway Profile rather than a generic ideal.

Decades of selection research point the same way: unstructured interviews are among the weakest widely used predictors of job performance, yet they remain the most trusted, because they feel informative to the interviewer. The feeling is the problem. Confidence in a judgement and accuracy of a judgement are different quantities, and the interview inflates the first without improving the second.

Use both, in the right order

None of this argues against experience; it argues against sequence. Read the Kane Profile first, then read the CV through it. The CV tells you what the person achieved. The profile tells you how, and whether that how survives contact with your clients, your pace and your standards. Evidence first, instinct second is the whole method.

In practice the sequence looks like this: the principal completes the HK Index, which sets the fit band; candidates clear the Compliance Filter and structured screening; only then do CVs and interviews enter, as confirmation rather than discovery. The interview still matters. It has simply been demoted from judge to witness. The full sequence is set out on our how it works page.