Home · Business · HR & People · Performance & training

YES

As of 13 August 2026, AI can create a role progression framework.

This still needs a person who signs their name to it.

Can you do it?

15 minutesto a draft.

1 hourto something you’d act on.

Cost, all in£0

Skill neededchat-fluent

Who has to check ita colleague

What the alternative costsNo price for a human HR consultant is supplied in the available tool data.

If this goes wrong: people are assessed against vague or inconsistent standards, which can damage progression decisions, morale and trust.

What to actually do

  1. Hand it to a person

    The route this page recommends

    A person who owns the outcome does this end to end, worth it when the failure is dear.

  2. Use a tool built for this

    Second choice
  3. Do it yourself

    The distant third

    A chat interface, chat-fluent skill, and roughly 1 hour until you can act on the result.

    How to actually do it

    1. Open your current role description, team objectives, competency framework and grading or promotion policy, then gather the documents that describe the work people actually do.
    2. Ask role holders and managers for examples of outcomes, decisions, responsibilities and skills that distinguish developing, effective and advanced performance.
    3. Remove confidential personal information from the material and paste the remaining organisation context, role details and level information into the prompt.
    4. Ask the chatbot to produce the framework using observable evidence, and to mark assumptions, missing information and subjective criteria instead of filling gaps.
    5. Paste the draft into a document and compare every level with current role descriptions, team objectives, policies and real examples of work.
    6. Ask an HR or people colleague to check the criteria for consistency, indirect disadvantage, accessibility, grading implications and alignment with employment policies.
    7. Test the framework with managers and role holders using anonymised examples, revise unclear criteria, and send the approved version through your organisation's normal HR governance route.

    Prompt

    Create a role progression framework for [ROLE OR ROLE FAMILY] in a [INDUSTRY OR ORGANISATION TYPE] organisation.
    
    Use the information below and do not invent company policies, qualifications, pay figures, legal requirements or performance data. If information is missing, mark it as an assumption or a question for me.
    
    Organisation context:
    [PASTE CONTEXT]
    
    Role purpose:
    [PASTE ROLE PURPOSE]
    
    Current responsibilities and expected outcomes:
    [PASTE RESPONSIBILITIES AND OUTCOMES]
    
    Proposed levels, if any:
    [PASTE LEVEL NAMES OR WRITE NONE]
    
    Skills, knowledge and behaviours needed:
    [PASTE DETAILS]
    
    Examples of work at each level:
    [PASTE EXAMPLES OR WRITE NONE]
    
    Existing grading, promotion or pay information that may be relevant:
    [PASTE INFORMATION OR WRITE NONE]
    
    Create a practical framework with three to five levels, or use the proposed levels if provided. For each level, include: scope of responsibility, expected outcomes, decision-making authority, technical or professional capability, collaboration and communication expectations, examples of evidence, and what would demonstrate readiness for the next level. Separate essential requirements from helpful development areas. Use observable, work-related language rather than personality traits. Make the standards consistent across levels and flag any criteria that could be subjective, exclusionary or difficult to evidence.
    
    Then provide:
    1. A short explanation of how the framework should be used in development and performance conversations.
    2. Questions managers should ask when assessing evidence.
    3. A list of missing information and decisions that an HR or leadership colleague must resolve.
    4. A plain-language disclaimer that the framework is a draft and must be checked against the organisation's policies, grading structure and employment-law obligations.
    
    Do not decide who should be promoted, assign pay, or present the framework as legal advice.

    Open it prefilled in ChatGPT or Claude, or copy it into Gemini, which takes no prefill link.

What it gets wrong

  • AI cannot know which capabilities your organisation genuinely values unless people provide evidence from the work.
  • AI cannot resolve disagreements between managers about what distinguishes one level from another.
  • AI cannot guarantee that apparently neutral criteria will not disadvantage a protected group or conflict with employment obligations.
  • AI cannot decide whether a person is ready for promotion or take responsibility for the resulting employment decision.
  • AI cannot replace testing the framework with role holders who can identify unclear, unrealistic or culturally specific expectations.

Even on a YES, the friction has a name: judgement under ambiguity, legal accountability and context depth.

How we scored this

Five axes, each scored nought to two by hand: ten means AI carries the task cleanly, and the thresholds that turn a total into YES, PARTLY or NO are published in the methodology. Each axis name links to its definition.

AxisScore (0–2)
Output2
Inputs2
Verification1
Liability1
Effort delta2
Total8 / 10

FAQ

Can AI create a role progression framework?
Yes. It can organise role information into levels, responsibilities, outcomes, capabilities and evidence, then produce a usable first draft. You still need people who understand the work to set the standards and approve the framework.
What information does AI need to create a progression framework?
Give it the role purpose, responsibilities, expected outcomes, existing levels, skills, behaviours, decision rights and examples of work at different stages. Include your grading and promotion policies where relevant, and tell it to flag missing information rather than inventing it.
Can AI decide whether someone is ready for promotion?
No. AI can help turn an approved framework into evidence-gathering questions, but it should not make the promotion decision. Managers and your organisation remain accountable for applying the criteria fairly and consistently.
Is an AI-generated career progression framework legally compliant?
Not automatically. A draft must be checked against your organisation's policies, grading structure, equality duties and employment-law obligations by an appropriate HR or employment-law professional where the risk is serious.

Nearby answers

Assessed by gpt-5.6-luna (gpt-5.6-luna) on 2026-08-13, second-checked by an independent model. Wrong somewhere? Email [email protected] and it gets re-checked.

The newsletter

AI news, new answers and product picks, straight to your inbox.