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;Subscribe to a pay benchmarking service through vendors in the space.; While the second group has a head start on this work, even these companies may need to ramp up their compensation capabilities, since they may need to increase both the volume and quality of their work.

“The guidance makes it clear that employers are responsible for their tools even if they’re designed or administrated by a software vendor,” he said.

For example: ;See if your benefit vendors offer engaging educational tools that you can utilize.; ;Integrate TikTok-style videos, on-demand content and personalized decision-support tools into your existing enrollment platforms.; ;Use AI tools to scale your content in ways that make it meaningful for multiple audiences.; “It’s never done from an optimization perspective,” Mowrer said.

She said businesses should understand where their payroll data is going and how it is being used to train AI models by regularly auditing their systems, implementing clear data processing agreements and ensuring their vendors have robust safeguards in place.

Microwork is a collective term for the form of crowdwork in which large projects outsourced to crowdwork platforms by clients are broken down into small units of work (called microtasks) and posted on the platform for crowdworkers to carry out for pay.

White explained each team needs to assign a key stakeholder and project lead, as both IT and HR/TR should be equally accountable and committed to any project plans.

The COVID-19 pandemic triggered many retirements prior to projected timeframes, which contributed to skill and knowledge shortfalls for some organizations.

;Modified Fair Share: Apply top-down growth expectations to current year’s (projected) performance to derive each territory seller’s initial fair share quota.

An easy-to-use Online Reporting Tool enables users to drill down and build customized reports according to industry and geographic area (in the U.S. and Canada) allowing them to make informed salary budget projections at their organizations.