AI for HR: Practical Applications, Ethics, and Implementation Training Course

AI Fundamentals in Human Resources

• An overview of AI capabilities pertinent to HR, including LLMs, automation, and analytics.
• Exploration of typical HR applications and their impact areas.
• Strategies for assessing organizational readiness and defining the scope of AI pilots.

Responsible AI, Data Privacy, and Regulatory Compliance

• Core principles of data privacy and the management of personal data within HR contexts.
• Addressing bias, fairness, and legal aspects in recruitment and performance assessment.
• Establishing governance, approval processes, and documentation standards for HR AI initiatives.

Effective Prompting and Generative Processes for HR

• Developing prompts for role descriptions, candidate evaluation summaries, and offer letters.
• Using templates and prompt structures for HR communications and policy drafting.
• Iterating, validating prompts, and implementing human-in-the-loop verification.

Automation and Process Engineering

• Creating end-to-end workflows that integrate LLMs, spreadsheets, and HRIS systems.
• Automating recurring tasks such as interview coordination, FAQ handling, and onboarding checklists.
• Overview of integration methods using APIs and low-code platforms.

People Analytics and AI-Assisted Decision Making

• Leveraging AI for workforce insights: predicting attrition, analyzing skills gaps, and suggesting learning paths.
• Interpreting model results and presenting insights to stakeholders.
• Defining KPIs and calculating ROI for HR AI projects.

Change Management and Deployment Strategy

• Forming cross-functional teams and developing stakeholder engagement plans.
• Planning pilots, defining rollout stages, and training HR personnel.
• Operational aspects: monitoring, upkeep, and continuous refinement.

Practical Workshop: Developing an AI-Powered HR Solution

• Group exercise: select a challenge, design a solution, and create necessary prompts/workflows.
• Presentations and peer evaluations focusing on ethical and operational feedback.
• Defining next steps and utilizing templates for pilot execution.

Recap and Future Actions