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Course Outline
Introduction to AI in HR
- Overview of AI capabilities relevant to HR, including LLMs, automation, and analytics
- Identification of common HR use cases and their corresponding impact areas
- Methods for assessing organizational readiness and defining the scope for AI pilots
Responsible AI, Privacy, and Compliance in HR
- Data privacy fundamentals and the appropriate handling of personal data in HR contexts
- Addressing bias, fairness, and legal considerations in recruitment and performance evaluation
- Establishing governance frameworks, approval processes, and documentation standards for HR AI projects
Practical Prompting and Generative Workflows for HR
- Developing prompts for creating job descriptions, screening candidate summaries, and drafting offer letters
- Utilizing templates and prompt patterns for HR communications and policy drafting
- Iterating on prompts, validating outputs, and implementing human-in-the-loop verification checks
Automation and Process Design
- Designing end-to-end workflows that integrate LLMs, spreadsheets, and HRIS systems
- Automating repetitive tasks such as interview scheduling, FAQ responses, and onboarding checklists
- Overview of integration patterns involving APIs and low-code tools
People Analytics and AI-Driven Decision Support
- Applying AI to workforce analytics, including attrition prediction, skills gap analysis, and personalized learning recommendations
- Interpreting model outputs and effectively communicating insights to stakeholders
- Defining KPIs and measuring the ROI of AI initiatives within HR
Change Management and Implementation Roadmap
- Building cross-functional teams and developing stakeholder engagement strategies
- Planning pilots, defining rollout phases, and training HR teams for adoption
- Addressing operational aspects such as monitoring, maintenance, and continuous improvement
Hands-on Workshop: Design an AI-Enabled HR Use Case
- Group exercise: selecting a target problem, designing a solution, and creating corresponding prompts and workflows
- Presentations and peer reviews incorporating ethical and operational feedback
- Outlining next steps and providing templates for pilot implementation
Summary and Next Steps
Requirements
- Fundamental understanding of HR processes and associated terminology
- Proficiency in using spreadsheets and web-based applications
- A strong interest in the practical and ethically conscious use of AI within HR
Target Audience
- HR managers and HR business partners
- Professionals in talent acquisition and people operations
- HR analysts and practitioners in people analytics
14 Hours