Hiring and AI interview resources for clearer decisions.
Practical guides for teams designing an evaluation process and candidates preparing to show their work in an AI-led interview.
These guides explain the process plainly. They do not promise bias-free decisions, guaranteed outcomes, or shortcuts around real experience.
Design the process before choosing the outcome.
Skills-based hiring: a practical evidence-first process
Move from credentials and keywords toward criteria, work evidence, structured follow-up, and accountable human review.
Employer guide · 8 minStructured interview scorecards that preserve evidence
Define dimensions, observable anchors, question coverage, and a review record your team can compare without reducing a candidate to one number.
Know the format before the invitation arrives.
Explore the product behind the process
Put the process into practice.
Create a role with clear requirements, receive pre-evaluation on every submitted application, and review selected candidates with the evidence attached.