Multi-dimensional evaluation of candidate responses for relevance, clarity, technical competency, and authenticity.
How well the candidate's answer addresses the question asked
Clear articulation, proper grammar, and understandable speech
Tone, eye contact, and assertiveness in responses
Demonstrated knowledge and skills in the relevant domain
Genuine responses vs rehearsed or suspicious answers
Candidate's face is clearly visible throughout the interview
Speech is clear and free from excessive background noise
Adequate lighting for clear video capture
No suspicious cuts or interruptions in the recording
Verification that candidate is a real person, not a recording
Candidate meets all requirements and is ready for immediate placement
Candidate shows potential but requires upskilling before placement
Inconclusive assessment - requires human verification
Poor interview quality or insufficient responses
Duplicate candidate or suspicious patterns detected