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AI for Good Innovate for Impact
It also contributes to strengthening technological capabilities in HR operations using AI for
mitigating biases in hiring and talent management.
2�3 Future Work 4.4-Productivity
• Collaborations with tech providers and AI solution vendors to integrate cutting-edge tools
into the HRM framework.
• Expansion to other sectors (e.g., healthcare, education, logistics) to apply the AI decision-
making toolkit beyond HR.
• Partnerships with government innovation entities and academic institutions to support
further research, deployment, and policy alignment.
3 Use Case Requirements
• it is critical that a comprehensive decision-making toolkit for HR managers with integration
of AI in HRM is available for optimizing decision in HR.
• it is critical that a structured framework/tool for measuring AI tools' effectiveness in
reducing HRM costs is implemented.
• it is critical that strategic recommendations for optimizing AI integration specific to the
stakeholder’s business context. This should be based on a documented gaps in current
practice where organizations lack practical tools for implementing and evaluating AI
solutions in HRM operations.
4 Sequence Diagram
5 References
[1] University of Derby, "Postgraduate Research Project Login," accessed June 24, 2025,
https:// research .derby .ac .uk/ do/ derby -authentication/ login ?rdr =/ 9qy4z/ postgraduate
-research -project.
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