How HR Professionals Are Using AI (and Where to Start)

HR has one of the widest surface areas for AI assistance of any business function: recruiting, onboarding, performance management, learning and development, employee relations, compliance, and workforce planning. The teams getting the most value are starting with the highest-volume, most time-consuming tasks — and building from there.

The most important caveat: AI in HR requires careful review. Job descriptions, performance reviews, and termination documentation have real legal and fairness implications. Use AI to accelerate drafting, but always have a human review the final output.

Job Description and Recruitment Prompts

Job descriptions are one of the clearest wins for AI in HR. They're repetitive, follow known patterns, and the quality directly impacts candidate quality.

Weak prompt
"Write a job description for a marketing manager."
Strong prompt
"You are a senior HR business partner specializing in talent acquisition. Write a job description for a Senior Marketing Manager at a 200-person B2B SaaS company. The role owns demand generation and reports to the VP of Marketing. Compensation: $130-160K. Key differentiators for top candidates: small team with high ownership, Series B company with strong growth, remote-first. Avoid gendered language and jargon. Include: compelling company intro (2 sentences), role overview, responsibilities (6-8 bullets), must-have qualifications (4), nice-to-have (3), what we offer. Tone: direct and human, not corporate."

More recruiting templates:

  • Bias audit: "You are a DEI specialist. Review this job description for: gendered language, unnecessary degree requirements, coded language that may discourage diverse applicants, and requirements vs preferences confusion. Rewrite any problematic sections."
  • Interview questions: "You are a talent acquisition specialist. Generate 15 behavioral interview questions for a [role] position. For each question: include the competency it evaluates, a follow-up probe question, and what a strong vs weak answer looks like. Focus on: [list 3-4 key competencies]."
  • Sourcing outreach: "Write a LinkedIn InMail for a passive candidate with [background] for our [role]. Lead with what makes the role interesting, not what we need. Keep it under 100 words. Don't ask for a resume in the first message."
⚡ Legal reminder

AI-assisted job descriptions and interview questions should always be reviewed for compliance with equal employment opportunity laws before use. This is especially important for requirements related to age, education, physical requirements, and background checks.

Onboarding Prompts

Effective onboarding is correlated with retention, yet most onboarding documentation is outdated or missing.

  • 30-60-90 day plan: "You are an HR business partner creating a structured onboarding plan. Write a 30-60-90 day plan for a new [role] at [company type]. Include: week 1 priorities, key relationships to build in the first month, goals to accomplish by day 30/60/90, how success will be measured. Format: table with columns for milestone, activities, success criteria, and owner."
  • Welcome message: "Write a warm welcome email from a new hire's manager for their first day. Include: genuine enthusiasm, what to expect today, key people they'll meet this week, one piece of advice for the first month, and an open invitation to ask anything. Tone: warm and direct, not overly formal."
  • FAQ document: "You are an HR specialist. Create an onboarding FAQ document for new hires covering: benefits enrollment deadlines, IT setup, communication tools, expense reporting, how to request time off, key HR contacts, and the 5 most common first-week mistakes to avoid."

Performance Review Prompts

Performance review season is one of the most time-intensive HR activities. AI can help managers write more specific and useful feedback — while HR can use it to coach managers on the process.

  • Review draft: "You are an experienced manager writing a performance review. Based on these notes about [employee]'s work this year: [paste notes], write a balanced review covering: key accomplishments (with specific examples), areas for development (with growth suggestions), and a rating rationale. Avoid: vague praise, recency bias, and language that might be legally problematic. Format: 3 sections, 200 words each."
  • Goal setting: "Help me write SMART goals for a [role] employee who wants to grow toward a senior title. Current strengths: [list]. Development areas: [list]. Company priorities for next year: [list]. Write 4 goals with: specific outcome, measurable success criteria, timeline, and how they connect to business impact."
  • Difficult conversation prep: "You are an HR business partner coaching a manager on a difficult performance conversation. The situation: [describe]. Help me prepare: (1) how to open the conversation, (2) specific behavioral examples to reference, (3) what the manager wants the employee to do differently, (4) likely pushback and how to respond, (5) how to end with a clear next step."

Employee Communication Prompts

  • Policy announcement: "Write an all-company email announcing a change to our [PTO/hybrid work/benefits] policy. The change: [describe]. Effective date: [date]. Address: why we're making this change, what exactly is changing, what stays the same, who to contact with questions. Tone: transparent and appreciative."
  • Engagement survey analysis: "You are an HR analyst. Here are the results from our engagement survey [paste data]. Identify: the top 3 areas of concern with the highest impact on retention, themes in the open-ended responses, which demographic groups show the biggest gaps, and 5 specific actions leadership could take in the next 90 days."
  • Offboarding checklist: "Create a comprehensive offboarding checklist for a departing employee. Include: IT access revocation timeline, knowledge transfer process, exit interview scheduling, final paycheck and benefits information, reference policy, alumni network invitation, and equipment return. Format as a Notion-friendly table with status tracking."

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