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Evaluation can also include intermediate outcomes (like hemoglobin A1C control in a diabetes program), which are well-correlated with eventual outcome, but measurable in the near term.

Short-term incentive plans, which are typically earned over a one-year period and paid in cash, keep employees laser focused on the near-term goals of the company.

Typical hiring category use cases include: ;Resume reviews (utilized by 79% of respondents); ;Candidate rejections (74%); ;Candidate assessments (66%); ;Researching applicants (63%); ;Candidate communication (41%); ;Onboarding (39%); ;Interviews, such as scheduling, transcribing, conducting, analyzing language or assessing tone (34%); Staffing and professional services agency Insight Global’s 2025 AI in Hiring Report also found near-ubiquitous AI use in hiring, with other AI-assisted hiring tasks ranging from establishing talent strategy to checking references and completing new hire paperwork.

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“However, we also know that in the immediate term, the question is, ‘How can I have better opportunities via a job that allows me more income?’”

Looking back, I wish I had an industry peer as a resource to guide me through the operational execution.

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