Leadership reflection practice

A structured hour of reflection, returned as one reviewed report.

AIMYA brings self-reported personality tendencies, stated work priorities and your own leadership examples into a single written reflection. An AI drafts observations tied to what you actually wrote; a human reviewer checks the evidence before the report is approved and released.

Written for executives and the advisers who work alongside them — coaching conversations, leadership programmes, and personal review.

Experimental leadership reflection. This assessment does not establish capability, predict team fit or support hiring decisions.

What the report includes

Five sections, each traceable back to something you wrote.

The report is deliberately narrow. It summarises what you reported about yourself, quotes your own examples exactly, and turns the pattern into questions worth sitting with. It does not rate you, rank you or convert you into a number.

Section 01

Personality tendencies

Plain summaries of how you answered the questionnaire, described in your own range. There are no population rankings, percentiles or comparisons with other respondents.

Section 02

Work priorities

The priorities you selected as mattering most in your current role, presented unscored and in your stated order — a record of what you said you value, not a measurement of it.

Section 03

Leadership practices

Observations about how you describe working, each one supported by an exact quote from your written response so you can see precisely what it came from.

Section 04

Possible strengths and overuse

Where a described habit may serve you well, and where the same habit, used heavily, may cost you something. Written as possibilities to weigh, not verdicts.

Section 05

Development questions

Open questions drawn from the same material — useful on your own, in a coaching session, or as the starting point for a leadership programme conversation.

Throughout

Reviewer notes

A human reviewer checks that every observation is supported by the evidence quoted, removes anything that overreaches, and approves the report before you receive it.

Two formats, one questionnaire

Choose by the time you have, not by how much you want measured.
Both formats use the same 50-item public-domain IPIP questionnaire. The difference is the number of written interview prompts.
Format Questionnaire Interview prompts Time
Short form 50-item public-domain IPIP item set 3 written prompts Roughly 20 minutes as an estimate — not a measured promise, and not a limit
Extended form The same 50-item set, unchanged 10 written prompts An in-depth alternative; take the time the answers need

How it works

Four steps, with a person at the end of them.

Nothing is generated and sent automatically. The draft is written by an AI working only from your responses, and it does not become a report until a human reviewer has checked the evidence behind it.

  1. Step one

    Invitation and consent

    You are invited, told what the report can and cannot say, and asked to consent before anything begins.

    You decide
  2. Step two

    Reflect on statements and situations

    You respond to the 50 questionnaire statements, then write about real leadership situations in your own words.

    You write
  3. Step three

    AI drafts observations

    An AI drafts observations tied to your written responses, attaching the exact quote each observation rests on.

    Draft only
  4. Step four

    Human reviewer approves

    A reviewer checks each observation against its evidence, edits or removes what is not supported, and approves the report.

    Person decides
Diagram of the AIMYA reporting flow Two inputs — the 50-item questionnaire and the written interview prompts — feed an AI draft of observations. The draft passes to a human reviewer, who checks the evidence and approves the released report. QUESTIONNAIRE 50 public-domain IPIP items INTERVIEW PROMPTS 3 short form / 10 extended AI DRAFT Observations + exact quotes HUMAN REVIEWER Checks evidence, edits, approves REPORT Released to you Returned for revision if evidence is thin
Consent comes first, and the report only exists once a reviewer has approved it. If an observation is not supported by what you wrote, it is revised or removed rather than softened.

Sample report preview

An illustrative extract, so you know exactly what arrives.

The extract below is fictional and shortened. It is included to show the structure, the tone and the way every observation stays attached to a quote. Nothing in it describes a real person.

Illustrative report Fictional content, shown for format only

AIMYA reflection report

Prepared for a senior operations leader

Format: short form
50 IPIP statements · 3 interview prompts
Status: reviewed and approved

Section 01 — Personality tendencies

Summaries of how these statements were answered, in the respondent’s own range. No population comparison is made and no ranking is implied.

Openness Answers sat toward the higher end of this respondent’s range.
Conscientiousness Consistently strong agreement across these statements.
Extraversion Mixed responses, clustered near the middle.
Agreeableness Moderate to strong agreement, with some variation.
Emotional stability Steady agreement, lower on statements about time pressure.

These bands describe answers only. They are not scores, percentiles or a comparison with anyone else.

Section 02 — Work priorities

Selected by the respondent and shown unscored, in the order they placed them.

  • Delivering on commitments
  • Developing other people
  • Straight talk in difficult moments
  • Long-term thinking
  • Steadiness under pressure

Section 03 — Leadership practices, supported by evidence

Exact quote from the response

“I asked for objections before we agreed on a limited trial.”

Interview prompt 2 — describing a decision made with an incomplete picture.

Possible observation

Invited dissent before committing to an approach.

Reviewer note: retained. The observation restates what the quote describes and adds no claim about outcome or effectiveness.

Section 04 — Possible strengths and overuse

Where this may serve you

  • Surfacing disagreement early, while it is still cheap to act on.
  • Framing a decision as a limited trial rather than a commitment.
  • Giving quieter colleagues a defined moment to object.

Where the same habit may cost you

  • Consultation continuing past the point where it adds information.
  • A team reading an invitation to object as an unresolved decision.
  • Trials being extended rather than concluded.

Section 05 — Development questions

  1. When might you need to make a decision before everyone agrees?
  2. What signal tells you that a limited trial has given you the answer it was going to give?
  3. Who in your team would tell you if you had already made the decision before asking?
Reviewer status: evidence checked, report approved for release. Illustrative report — every quote, observation and question above is fictional.
View sample report Reviewer workspace The reviewer workspace is where a person checks evidence and approves reports.

Boundaries

What this is not, stated plainly.

A reflection tool is only useful if its limits are as clear as its output. These are ours, and they are not qualified elsewhere on the site.

Experimental leadership reflection.

This assessment does not establish capability, predict team fit or support hiring decisions. It is a structured prompt for thinking, and it should be read that way — by you, and by anyone you choose to share it with.

  • Not a selection or hiring instrumentNothing here is designed or suitable for making decisions about employment, promotion or placement.
  • Not a validated psychometric claimThe questionnaire is a public-domain IPIP item set used for reflection. We do not present it as a validated measure of anything, and we do not norm your answers against a population.
  • No confidence figures or predictionsYou will not find probabilities, confidence percentages or forecasts of future performance. The report describes what you reported, not what you will do.
  • Self-reported input onlyEverything in the report comes from you. No colleague ratings, no observed behaviour, no external data, no voice interviewing.
  • Not an automated decisionThe AI drafts; it does not publish. A human reviewer checks the evidence and approves every report before release.
  • A private demonstration releaseThe currently deployed release is a private, fictional demonstration. Starting an assessment opens that shared demo flow so you can see the real experience end to end.

Begin

Answer fifty statements. Write about three real situations. Read what a reviewer approves.

That is the whole commitment. The short form is our estimate of about twenty minutes; the extended form is there when a conversation deserves ten prompts rather than three.

Experimental leadership reflection. This assessment does not establish capability, predict team fit or support hiring decisions. The current release is a private fictional demonstration.