Use cases: structured hiring

B5.ly helps hiring teams make the work explicit before reviewing people. The same approved role context can then guide candidate review, structured interviews, and onboarding preparation.

A practical workflow

1. Define observable outcomes and the working conditions of the role.
2. Review B5 AI suggestions and approve the role as a team.
3. Invite candidates or link existing reports.
4. Use role-linked interview questions to ask for evidence from real situations.
5. Record the team’s decision using skills, experience, work samples, interview evidence, and other relevant information.
6. Prepare an optional onboarding brief after selection.

Product boundary

B5.ly does not rank candidates, calculate an overall fit score, or make a hiring recommendation. Personality information is one structured source of context and should not replace professional judgment, validated selection methods, or applicable legal requirements.