Kiran Kavi

I support View A: Act proactively using AI predictions. Organizations should leverage AI-driven attrition predictions to proactively retain talent, but with proper ethical guardrails and transparent implementation. Core Argument: The financial and operational costs of employee turnover are staggering. Replacing a skilled employee typically costs 50-200% of their annual salary when factoring in recruitment, onboarding, training, and productivity loss. For specialized roles, this can reach 400% of salary. AI prediction simply provides early warning signals that allow organizations to address underlying workplace issues before they become resignation decisions. Operational Example: Microsoft's Workplace Analytics Success Microsoft implemented predictive analytics to identify flight risk among their engineering teams. Rather than profiling individuals, they used the data to identify systemic issues - teams with excessive meeting loads, managers with poor engagement scores, or departments with limited growth opportunities. When the AI flagged high attrition risk in a specific product team, leadership discovered the team was overwhelmed with legacy maintenance work while being excluded from innovative projects. The intervention wasn't punitive surveillance - it was organizational problem-solving. Microsoft reassigned projects, provided additional resources, and created clearer career advancement paths. The result: 23% reduction in voluntary turnover in that division over 18 months. Why This Approach Works: Focus on Systems, Not Individuals: Use predictions to identify broken processes, not to label employees as "flight risks" Proactive Problem-Solving: Address root causes (workload, growth opportunities, management quality) before they drive departures Competitive Advantage: Organizations that retain institutional knowledge and experienced talent consistently outperform those with high turnover Addressing the Concerns: The monitoring concerns are valid but manageable through transparency and focusing interventions on improving workplace conditions rather than restricting individual choices. Employees benefit when organizations proactively address the workplace frustrations that typically drive resignation decisions. The alternative - waiting for formal resignations - means accepting preventable talent loss and the cascading negative effects on team morale, knowledge transfer, and organizational performance.