Evidence Engine

Behavioural evaluation, grounded in what the candidate actually said.

Configurable categories inspired by Hungry, Humble, and People Smart — with an evidence engine that classifies strength and cites the source answer for every conclusion.

Categories

Three defaults — all renamable

Recruiters can rename, remove, or add categories to match how they already evaluate for a given role.

Hungry

Renamable

Measures

  • Initiative
  • Drive
  • Ownership
  • Continuous improvement
  • Accountability
  • Bias toward action

Evidence examples

  • Volunteered for projects
  • Solved problems independently
  • Improved systems
  • Went beyond minimum expectations

Humble

Renamable

Measures

  • Coachability
  • Accountability
  • Team orientation
  • Credit sharing
  • Learning mindset

Evidence examples

  • Accepted responsibility
  • Credited teammates
  • Learned from mistakes
  • Accepted constructive criticism

People Smart

Renamable

Measures

  • Communication
  • Relationship building
  • Collaboration
  • Conflict management
  • Emotional awareness
  • Customer interaction

Evidence examples

  • Built trust
  • Managed difficult conversations
  • Adapted communication
  • Worked across different personalities

Evidence Classification

Not a score. A judgment about the evidence itself.

The AI summarizes what was demonstrated during the interview — and how strongly.

Strong evidence

Multiple specific, measurable examples.

Moderate evidence

At least one clear example with context.

Limited evidence

Only general statements; few specifics.

Contradictory evidence

Answers conflict with earlier ones.

Insufficient evidence

Topic not explored enough to conclude.

Traceable Conclusions

Every conclusion cites the answer that supports it

Employers and recruiters can trace any evidence back to the exact response in the interview.

Hungry
Strong evidence

Candidate identified a workflow bottleneck without being asked and shipped a fix that reduced processing time by 32%.

Cited from Q3 — Role: Ops Manager at Northwind (2022–2024)

“Nobody asked me to rebuild the onboarding checklist. I noticed we were losing deals in week two, so I mapped it out, automated three approvals, and cut the cycle from 21 days to 14.”

Consistent with Q1 and Q4 — no contradictions detected.

Product Philosophy

RecruiterLens AI is not designed to replace recruiter judgment. It is designed to make hiring decisions more structured, evidence-based, explainable, and consistent.