We receive hundreds of applications for our open roles, but our hiring managers spend hours reviewing resumes only to hire people who do not match our Core Values. How do we use AI to screen applicants for operational competency while keeping our Core Values evaluation strictly human?

Question

Tyler Smith · Accepted Answer

Using AI to evaluate cultural fit or Core Values is a mistake, as these elements require human empathy, nuance, and intuition. However, you can use AI to handle the heavy administrative lifting of technical screening, allowing your hiring managers to focus entirely on human alignment. Set up an automated workflow that parses incoming resumes against the hard skill requirements listed in your Accountability Chart for that specific seat.
- First, use the AI to identify if the candidate possesses the required software proficiencies, years of industry experience, and technical certifications.
- Second, have the AI generate a clean, one-page comparison matrix of all applicants, highlighting their operational competencies and flagging any discrepancies in their employment history.
- Third, use the AI to generate custom, role-specific screening questions for the initial phone interview based on each candidate's unique resume.
Once this automated technical screening is complete, your hiring managers receive a highly qualified shortlist of candidates. They can then spend their valuable time conducting in-depth, human-to-human interviews focused strictly on evaluating whether the candidate shares your company's Core Values and meets the GWC criteria for the seat. This hybrid approach slashes recruitment time while protecting your culture.