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“Our data shows employees overwhelmingly want human oversight, and knowing that real people are reviewing AI-supported insights reassures them they aren’t being evaluated by a black box,” she said.; ;Make fairness measurable.

“Until this point, pay was largely a black box to employees, spoken about with a few select colleagues,” she said.

Synthetic equity can be used broadly or narrowly since its definition has yet to be completely boxed in and agreed upon.

For a period of time, companies were just adding those type of metrics to “check the box” but companies are now taking a slower, more measured approach.

While having a structured process is important, there’s a risk that the “the process itself becomes unwieldy and will be pushed aside as just ‘another set of boxes that need to be checked off.’ ” At the same time, they advise organizations and their HR teams to accept that the concept of continuous listening is relative.

That can include customers, vendors, shareholders, government institutions and — yes — employees.

“The benchmarks from our vendor have other companies reporting 16% of employees recognized and 6% giving recognition,” she said.

With that, business owners must pay close attention to any vendors or contractors they use in business to make sure they will not be deemed to be unintended employers of those workers.

Examples: Large group meetings, external vendor conflicts, etc.

Most organizations and vendors are still experimenting, but CHROs need to be open to reimagining work, processes and talent to truly harness AI’s value.”