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Structured observation at work

Restaurant worker preparing food during a working shift. Hotel front-desk colleague handing a key card to a guest. Fashion retail worker preparing folded garments on the shop floor. Cabin crew member serving a passenger during a flight.

Diagnosing who is growing.

Capability is visible. Direction is not. VITALIS™ S1 (VS1) turns what managers already observe into structured, reviewable evidence—so an organisation can see what a person can deliver now, whether that pattern is changing, and what deserves attention next.

The blind spot is rarely a lack of observation. It is the absence of a record that can survive the month.

The blind spot

Skills are recorded. Direction is remembered.

Output has targets and records. Growth, and the standard that holds under pressure, are more often talked about than written down. VS1 turns what managers already observe into a record that can survive the month.

Usually recorded

X · Current capability

Targets, output records and an established vocabulary.

Usually left in conversation

Y · Growth momentum and Z · Core vitality

“She converts feedback quickly.” “His standard falls when the pressure rises.”

01The blind spot

An impression“It came down to attitude.”

Discussed often. Recorded unevenly.

Managers already judge coachability, motivation and temperament. What is usually missing is a written standard for what counts as evidence.

The study concerns new-hire outcomes, and its explanations are managers' judgements rather than an independent causal analysis. It does not validate VS1.

Leadership IQ · new hires · three-year study

  • 46%

    judged by hiring managers to have failed within 18 months

  • 89%

    of those failures attributed by managers to attitude-related factors

  • 11%

    attributed to technical skill

Reported by hiring managers. Not an independent causal analysis.

Source and how to read it — the blind spot

What the study reports

In a three-year Leadership IQ study, 46% of new hires were judged by their hiring managers to have failed within eighteen months. Of those failures, managers attributed 89% to attitude-related factors—including coachability, emotional intelligence, motivation and temperament—and 11% to technical skill.

How far it goes

Its relevance here is narrower than the headline: organisations already pay close attention to factors beyond technical skill, yet those observations rarely receive the same evidence requirements, written anchors or review cycle as capability. The observations may be important. The record is often thin.

Source

Leadership IQ, Hiring for Attitude: a three-year consultancy study tracking more than 20,000 new hires across 312 organisations. Outcomes and causes were reported by hiring managers. The source is commercial and not peer-reviewed. These figures describe its reported sample; they do not establish causation or validate VS1.

02The cost

An impression“It’s just one underperformer.”

The cost begins before anyone leaves.

When the evidence is missing, underperformance becomes management debt: the review is rebuilt from recollection, and the same conversation happens again.

These are borrowed estimates, not VS1 results. They do not show that VS1 reduces any of these costs, and actual cost varies by role, market and method of calculation.

What missing evidence can cost

  • 17%

    estimated share of managers’ time spent overseeing poorly performing employees

  • ≈ 320 hours

    illustrative annual conversion for one manager

  • 50%+

    of annual salary: the lower end of Gallup’s estimated replacement-cost range

Replacement is the last invoice, not the first.

The arithmetic and the sources — the cost

The first cost

The probation review arrives and the file is thin, so the decision is rebuilt from recollection. Colleagues quietly absorb work. Training or coaching is prescribed before anyone has separated a skill gap from a response, workload or environment problem. The first cost is management attention; replacement, if it comes, is the final invoice.

The arithmetic

At 17% of a 1,880-hour working year, the management burden is approximately 320 hours—eight forty-hour working weeks. If the person eventually leaves, Gallup estimates that replacement may cost between one-half and two times annual salary. Actual cost varies by role, market and method of calculation.

Source

Robert Half (2012): U.S. CFOs surveyed estimated that supervisors spent an average of 17% of their time overseeing poorly performing employees. This was an executive estimate rather than a time study, and it is historical. ≈320 hours is an AERTHEIX illustration using 1,880 annual working hours. Gallup (2019) described one-half to two times annual salary as a conservative replacement-cost range.

The other side of the cost

Not closer management. Better-aimed.

The aim is to know who needs support, and who may be ready for a different assignment—so capable, self-managing people are not placed inside supervision designed for someone else.

VS1 does not predict future performance or future potential. No single VS1 reading should be the sole basis for hiring, promotion or exit.

That takes a fuller reading than capability alone.

Cabin crew member assisting a passenger during a flight.
“I've learned over the years that when you have really good people, you don't have to baby them.”
Steve Jobs, quoted in Walter Isaacson, Steve Jobs (2011)Leadership commentary, not research evidence.

Three questions, held apart

See the level. See the direction. See what holds.

A fuller management picture begins when capability, growth momentum and core vitality are read from observed facts—and kept separate.

Three financial-services colleagues reviewing the same quarter of client-case work.
01 · The starting point

Three colleagues. The same result.

Same financial-services role, same quarter. All three met the standard. Would you make the same next move?

One quarterly result · three work patterns

All three met the quarterly standard
  • Exception resolved independentlyResolved a complex client case without escalation.
  • Routine cases complete; exception reviewedCompleted routine cases; an exception needed a second review.
  • Core cases complete with supportClosed core cases with support and improved the next case after feedback.

Illustrative colleagues. Not a VS1 report, a score or a prediction.
The same colleagues show differing levels of independence with client-case work.
02 · X · Capability

What can this person deliver now?

Read the range, difficulty and independence visible in the work.

Case range and independence · illustrative

  • Full range · independentHandles routine and exception cases independently.
  • Routine independent · exceptions reviewedOwns routine cases; unusual exceptions still need review.
  • Core cases · supportedDelivers core cases; harder work still needs support.

Illustrative colleagues. Not a VS1 report, a score or a prediction.
The same colleagues respond differently to feedback on financial-services casework.
03 · Y · Growth momentum

How is the work changing?

Read the direction and rate at which teaching, change and feedback become improved behaviour.

The last eight weeks

  • Improving steadilyApplies feedback to harder cases over successive reviews.
  • No material changeThe same exception pattern recurs despite earlier input.
  • Feedback converts quicklyRevises the next case promptly and repeats the improvement.

Illustrative colleagues. Not a VS1 report, a score or a prediction.
The same colleagues handle financial-services casework during a busy period.
04 · Z · Core vitality

Which standards hold under pressure?

One observable slice of Z: look at work quality, judgement and interaction during busy periods.

A pressure-stability example · peak workload

  • Holds independentlyAcross repeated busy periods, quality and judgement hold without rescue.
  • Recovers with a promptA priority prompt restores the standard; review the conditions behind the lapse.
  • Key step slips at peakEffort continues, but a priority check is missed when several cases arrive together.

Illustrative colleagues. Not a VS1 report, a score or a prediction.
The same colleagues discuss different next management moves for their client-case work.
05 · The next move

Same result. Three different next moves.

Compare the three evidence patterns before choosing the next management move.

X + Y + Z · evidence to action

  • Staged stretchX · full range   Y · rising   Z (under pressure) · holds. Try a harder case, then review.
  • Investigate the plateauX · exceptions reviewed   Y · flat   Z (under pressure) · prompted. Check work conditions first.
  • Coach the pressure stepX · supported   Y · fast   Z (under pressure) · slips at peak. Practise one step; review again.

Illustrative decisions, subject to review. Not a VS1 report, score or prediction.
01 / 05 · One result

The three readings belong together, but they should not be averaged into one verdict. A capable person who is accelerating, a capable person who has stalled and an emerging person who converts feedback quickly may need very different decisions.

The System explains how the reading is built. What It Answers explains what an organisation can do with it.

What AERTHEIX offers

One system. Two ways in.

Learn the method, use the system, or do both. Each is a separate decision.

The system

VITALIS™ S1 (VS1)

A management tool that turns observed work into structured, reviewable evidence, across three axes, 18 dimensions and five anchored levels.

  • Three readings, kept separate. X current capability, Y growth momentum, Z core vitality. Never averaged into one verdict.
  • Formal use. Through T1 certification and an organisational licence.
  • Timing. Initial system access is planned for approximately Q2 2027.
Explore The System What it answers
The pathway

Programmes T0 · T1 · T2

Three levels, from understanding to independent practice. Planned for H1 2027.

  • T0 Foundation · about 1 day Learn how to observe, not how to score. No VS1 subscription required.
  • T1 Certified Practitioner · about 2 days Record evidence, score against the anchors and stay calibrated.
  • T2 Certified Interpreter · about 1 day Read the complete report and connect it to management and coaching direction.
See The Programmes The T0 course
For organisations. Private T0, T1 or T2 cohorts, with role and industry examples aligned to your setting. By consultation.
Discuss a cohort

Completion is not certification, and certification is not system access. T0 teaches how to observe, not how to score. Completion does not permit independent VS1 operation or complete-report interpretation. VS1 has no published inter-rater reliability result yet.

03How it runs

An impression“We don’t have time for another system.”

Part of the work. Not on top of it.

VS1 is designed to run inside management that is already happening: capture evidence as work occurs, read it, act, then read again.

VS1 is not a psychometric test. Nothing is self-reported and nothing is inferred from a questionnaire.

The operating loop

  1. Evidence Captured from ordinary work, as it occurs.
  2. Interaction Observer and employee context kept with the record.
  3. Diagnosis Three readings, kept separate.
  4. Result analysis Four deeper analyses from the same evidence.
  5. Management and coaching direction A proportionate next move, subject to review.
  6. Read again Return to the same standard. Did the work change?

6 returns to 1

How it works — the operating loop

Evidence is captured as it occurs

Managers log decision-relevant evidence from ordinary work over several weeks. Entries save in parts and resume later. No separate assessment day is intended.

Act, then return

Capture a little. Act when the evidence is sufficient. Return to see what changed. The three readings describe the work; they do not forecast it.

The detail

Observation window, input target and the four deeper analyses are set out on The System page.

See how it operates

Method precedents

Established disciplines. Applied to a new setting.

VS1 does not claim to invent direct observation, anchored judgement or repeated review; it brings those disciplines together for a specific management problem.

  1. 01Precedent 01 / 03 · Kazuo Inamori · Kyocera philosophyAbility alone is not the whole picture.The distinction
  2. 02Precedent 02 / 03 · mini-CEX · direct observationSee the work. Then discuss the evidence.The observation
  3. 03Precedent 03 / 03 · Structured interviews · defined judgementGive judgement a structure.The structure

These are design precedents. Their research findings do not validate VS1; VS1 must establish its own evidence.

Next step

Start with the decision you keep reopening.

Begin with the role, the cohort and the people decision your organisation keeps revisiting.

Register interest
The SystemHow the reading is builtThree axes, written anchors and the operating loop. ProgrammesHow it is learned and usedT0 Foundation, T1 Practitioner and T2 Interpreter, planned for H1 2027. Talk to usIs there a question worth testing?Start with a conversation about your role, cohort and decision.