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IBM’s implementation of a machine learning system for salary recommendations, which boasts a 95% manager acceptance rate and has led to a 50% reduction in attrition, exemplifies AI’s potential in compensation discussions ( Sammer 2019).

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He finds that “for a certain modeling of how things work against budgets, there’s a natural synergy to finance people.”

Furthermore, while about half of communicators have a dedicated communications budget, 1 in 4 get their funding through other teams, highlighting another reason to establish collaborative relationships across the organization.

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;Flexibility: The fixed compensation set-up should be flexible enough to accommodate varying business needs, budgets, and changing market dynamics.

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This might be through coaching , project leadership, mentoring, supporting the onboarding of new hires or managing budgets.

“We’ve seen innovative ways they’re doing that through professional development budgets, teamwide training, just space within the month to month of allowing them dedicated time to read a book or watch a webinar,” she said.

.; Editor’s Note: Additional Content For more information and resources related to this article, see the pages below, which offer quick access to all WorldatWork content on these topics: ;Employee Compensation; ;Employee Recognition; ;Equitable and Diverse Workplaces; ;Finance and Budgeting; ;Organizational Performance; #1 Total Rewards & Comp Newsletter Subscribe to Workspan Weekly and always get the latest news on compensation and Total Rewards delivered directly to you.