AI transparency

Before you begin, here is exactly what you are talking to.

What it does, what it cannot do, and what happens to what you share. You should be able to read this in five minutes and know whether you want to start.

Last updated 13 August 2026Applies to the guided conversation and your Read

The short version

It is a thinking partner, not an assessor

No score, no type, no percentile. It offers an observation and asks whether it fits.

It only knows what you tell it

No web search, no LinkedIn scrape, no assumptions filling the gaps.

It gets things wrong, and you can say so

Correcting it is part of the conversation. Flagging a Read as inaccurate reaches a person.

Your content is never sold or trained on

Encrypted in transit and at rest, exportable as a PDF, deletable in full.

Voice is optional and reviewable

Audio is transcribed and not stored, and the text waits for your edit before it is submitted.

There are safeguards for heavy content

The conversation slows for hard material and pauses outright for crisis, with resources offered.

“You remain the authority on your own experience. The AI reflects; you decide.”

01

What this is

ProHumn is a guided career identity experience powered by AI. In one conversation it helps you surface how you are built to contribute: the pattern that runs through your work, in your own words. What you walk away with is your Read.

It is a thinking partner, not a career counselor. It has no authority over your experience and it is not built to acquire any.

And what it is not

Not a personality test or an assessment with a score.
Not career advice or job placement.
Not a replacement for a coach, therapist, or counselor.
Not a tool that decides anything about you. It reflects; you decide.
02

How the AI works

ProHumn uses a large language model with specific instructions written for this one conversation. Four things describe most of what it does.

A guided sequence

The conversation moves through a light structure: what came before your career, the roles you have held, and how you are built to contribute.

Pattern recognition

It notices what persists across your stories, the contribution that shows up regardless of title or context.

Reflects, not prescribes

It offers an observation and asks whether it resonates. Your answer is the deciding one.

Adapts to what you share

When heavier content emerges it slows down and gives that space rather than pressing on with the next question.

03

What it cannot do

Every AI system has limits. These are ours, stated before you start rather than in a footnote after you finish.

Pattern recognition is not perfect

It may name a pattern that does not fit, or miss one that matters. Trust your own sense of what resonates over its confidence.

It only knows what you share

Context you do not mention is not considered. It does not search the web, read your LinkedIn, or fill gaps with assumptions.

Cultural context may be limited

The model was trained largely on English-language text and may not fully understand every cultural context around work and identity.

It sometimes gets things wrong

Correct it. Saying "that does not feel right" is a normal and expected part of the conversation, not a failure of yours.

04

Fairness and bias

ProHumn makes observations about how you are built to contribute, drawn from what you tell it. Any AI system can carry bias: in the model underneath, in how the questions are framed, and in how it reads different ways of telling a story. We treat that as a design requirement rather than a disclaimer.

  • Built against a responsible-AI framework. Fairness is a requirement in the build, not a review at the end of it.
  • Tested across different kinds of careers. We review how the conversation behaves across backgrounds and communication styles, so the questions and reflections do not favor one kind of person.
  • Assessed before scale. Before opening to the public at scale we assess the experience for bias and document what we find.

Bias is not a problem a product declares solved. What we can state is the practice: assess, document, and change the conversation when a finding warrants it.

05

Speaking instead of typing

Voice input is optional and off unless you choose it. When you use it, this is the exact path your words take.

  • Audio goes to a speech-to-text provider. It is sent securely, converted to text, and the audio itself is not stored by us.
  • The text lands in the box, not in the conversation. You read and edit it first. Nothing reaches the AI until you submit it.
  • You stay in control of what is shared. Change the wording, delete it, or type instead. Speaking is a convenience, never a requirement.
06

What happens to what you share

The short form is here; the full detail is in the Privacy Policy, which is written to be read rather than survived.

Encrypted

Your reflection content is encrypted in transit and at rest.

Never sold, never trained on

Your reflections are not sold to third parties, not used for advertising, and not used to train AI models.

Exportable

Export your Read as a PDF at any time. Your words, your document, your data.

Deletable

Delete your account and everything behind it whenever you decide to. No retention offer stands in the way.

07

Safety and your wellbeing

Talking about a decade of work reaches real things: layoffs, failures, grief, people who treated you badly. These safeguards exist because that is predictable, not exceptional.

Trauma-informed pacing

When heavy content emerges the conversation slows and makes room for it instead of steering back to the questionnaire.

Crisis detection

If you express thoughts of self-harm or crisis, the conversation pauses and crisis resources are offered immediately.

No manipulative patterns

No dark patterns, no false urgency, no guilt-based retention, no streaks. Cancelling takes one control.

Clear boundaries

This is a thinking partner for career identity, not therapy. When a conversation moves beyond that scope, the AI says so and redirects.

If your Read does not feel accurate

Tell us it is wrong. That is a more useful outcome for us than your silence.

Use the chat icon at the bottom right of any page and flag the Read as inaccurate. Every flag is reviewed, and it feeds directly into how the conversation is changed. We would rather hear that we misread you than have you carry an assessment that is not true.

Questions about any of this

A real person answers, and they are allowed to say “we do not know yet”.

If something on this page is vague, that is worth telling us about. A transparency statement nobody can follow is not transparency.

Anything on this page

hello@prohumn.com

Flag an inaccurate Read

Chat icon, bottom right of any page

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