AI Prompts for Talent Reviews

A talent review looks across a population — a function, a level, a leadership pipeline — to understand capability, potential for broader roles, risk, and development needs, so that staffing and development decisions are made with the whole picture. It goes wrong when 'potential' is undefined and becomes a proxy for likability or similarity, when the discussion is opinions without evidence, and when outcomes are labels that follow people without any development behind them.

These prompts design the process, prepare the review, and convert it into action. The guardrail applies throughout: criteria are defined and job-related, evidence precedes assessment, leaders decide, and the model organizes.

Before you use these

Have these ready to replace the highlighted [variables]:

• The population in scope and the purpose of the review
• Definitions: what performance and potential (for what) mean, with evidence standards
• Evidence per person: outcomes, feedback, development to date
• Who participates and how outcomes are used

The prompts

• 1. Design the talent review with defined criteria
• 2. Prepare the review with evidence summaries and consistency checks
• 3. Turn review outcomes into development and staffing actions

1. Design the talent review with defined criteria

Act as a talent management lead designing a talent review for [population] at [company] for [purpose: e.g. leadership pipeline, critical capability, development investment].

Existing process: [if any, and its problems]
Uses of outcomes: [development investment, succession, staffing, promotion input]

1. Criteria: performance (sustained, against objectives, with evidence); potential defined as readiness for specified broader or more complex roles (not 'high potential' in the abstract) with the capabilities that predict it and the evidence that shows them; risk (role-critical, scarce capability); development need. Each with an evidence standard.
2. What is excluded: personality impressions, availability, 'presence', tenure, comparisons to current leaders' style.
3. Process: preparation (evidence summaries by managers using a template), the review session (evidence before assessment; consistency checks across managers; a facilitator), outcomes recorded with reasoning, actions assigned.
4. Safeguards: calibration of what evidence looks like before the session; a check on outcomes by group for consistency; a rule that no assessment stands without cited evidence.
5. Records: what is recorded, who sees it, retention, and the employee's access per policy — to verify.
6. Communication: what employees are told about the process and its outcomes, and the honest statement of what a review outcome does and does not mean.

Define potential for something specific, or do not assess it.

2. Prepare the review with evidence summaries and consistency checks

You are preparing a talent review session for [population].

Managers' inputs: [per person: proposed assessment on each criterion, evidence provided, development to date]
Criteria and evidence standards: [paste]
Anonymity/consistency threshold for group checks: [n]

1. Per person: a standard summary — role, evidence per criterion (cited), the manager's proposed assessment, and the gap between evidence and assessment where it exists; mark 'insufficient evidence' where the standard is not met.
2. Consistency across managers: similar evidence assessed differently; managers whose assessments cluster high or low relative to evidence — raised as calibration points.
3. Group check: whether proposed assessments differ by group (team, location, working pattern, tenure) for similar evidence — flagged for the session as a fairness matter.
4. Session agenda: the cases to discuss (evidence-assessment gaps, inconsistencies), the question for each, time allocation; cases with clear evidence and consistent assessment confirmed quickly.
5. Facilitator notes: how to keep evidence before opinion; how to handle advocacy; the reminder of exclusions.
6. What is not prepared: rankings or a grid placement — those are outcomes of the session, decided by the leaders on the evidence.

Prepare questions, not verdicts.

3. Turn review outcomes into development and staffing actions

Act as a talent management lead converting talent review outcomes for [population] into action.

Outcomes: [per person: assessments with reasoning, development needs, readiness]
Options: [stretch assignments, moves, coaching, mentoring, formal learning, exposure]
Staffing needs: [succession gaps, upcoming roles, critical capability needs]

1. Per person: one or two development actions that address the identified need, with a sponsor, timing, and the evidence that would show progress; where the outcome was 'insufficient evidence', the action is to gather it, not to guess.
2. Population findings: pipeline gaps (readiness bands thin for certain roles), capability shortages, groups under-represented in the pool and what that implies for how the pool was drawn — with actions.
3. Staffing inputs: candidates for succession cover, moves that develop people and serve the business, roles to open — as inputs to the relevant processes, not decisions here.
4. Manager follow-up: what each manager owns, by when; how HR checks that actions happen.
5. Employee conversations: what is shared with each person (development focus and support; not grid labels), how, and by whom; the honest handling of 'what did the review say about me?'.
6. Review of the review: what to change in criteria, evidence standards or process next cycle.

The outcome is action. A review that produces labels and no development has cost more than it returned.

Related prompts

• Succession Planning
• Promotion Assessments
• Performance Reviews
• Learning and Development Plans
• Competency Frameworks
• Workforce Planning

Logical next step

After this, most HR teams move on to Succession Planning.

All Human Resources prompts · Search the full library