Hiring intelligence
Powered by evidence
AI interviews. Human decisions.
Meet RareFourth
RareFourth rethinks interviews, helping you see beyond a résumé. Ask better questions, find real ability, and make your next hire with clarity.
Discover the AI InterviewerFrom interview to insight
Every answer has a story. See the evidence.
Questions, responses, and integrity signals come together in one reviewable report.
How it works
From role brief to reviewed shortlist.
Set the role
Share the skills, seniority, and evaluation criteria that matter to your team.
Send one link
Candidates complete an adaptive interview in their browser, on their own time.
Review the evidence
See a structured scorecard, the reasoning behind each score, and integrity flags for human review.
Built for thoughtful hiring
A complete interview, with the reasoning attached.
Adaptive questions
The interview adjusts to a candidate’s answers and probes for depth where it matters.
Consistent scoring
A shared rubric makes responses easier to compare across candidates.
Interview integrity
Camera and browser signals can surface moments that deserve a closer human look.
Evidence backed reports
Strengths, gaps, and recommendations trace back to what a candidate said or did.
The scorecard
Look beyond a single score.
Review skill level, strengths, gaps, and the interview evidence behind the recommendation. This example report shows the detail your team can inspect before deciding.
AI recommends. People decide.

Demo candidate
sample report · anonymized
DEVOPS ENGINEER
senior · 12 questions
Interview Report
Session Summary
01Topic Scores
Strengths
- Strong understanding of Docker concepts
- Good proficiency in Terraform and infrastructure automation
- Solid knowledge of Kubernetes and container orchestration
- Hands-on experience with AWS services
- Good grasp of DevOps tools and practices
- Effective problem-solving and troubleshooting skills
- Familiarity with monitoring using Prometheus
- Clear understanding of microservices architecture
Weaknesses
- Depth of knowledge in Python can be improved (advanced concepts and best practices)
- Limited experience with Ansible for configuration management
- Bash scripting could be more robust and optimized
- DevSecOps practices need deeper practical exposure
- Could provide more structured and detailed responses in some areas
For candidates
Know what to expect before you begin.
A clear process, a consistent rubric, and human review of any flagged moments.
Get in touch
Ready to make interviews more useful?
Tell us about the roles you hire for. We'll show you how RareFourth interviews candidates and presents the evidence to your team.