Video Interview Screening Agent
Analyzes recorded or live video interview responses against role competencies to generate objective candidate evaluation summaries for recruiters.
Reviewing recorded video interviews is time-consuming, and hiring teams often only skim a handful of clips before forming judgments that can be inconsistent across interviewers or influenced by unconscious bias
Recruiters need a way to quickly triage large volumes of first-round video responses without watching every minute of footage
The agent transcribes and analyzes video interview responses against a defined competency rubric, extracting evidence of communication clarity, relevant experience, and role-specific skills mentioned by the candidate
It produces a structured scorecard with timestamped highlights so hiring managers can jump directly to the most relevant moments instead of watching full recordings
The agent pulls video interview recordings from the interviewing platform and runs speech-to-text transcription, then applies natural language analysis against the role's competency rubric to identify evidence for each criterion. It timestamps key moments where competencies are demonstrated, scores each dimension on a standardized scale, and compiles a structured summary. The output is written back to the ATS alongside a link to jump to flagged timestamps in the original recording.
Ingest Recording
- Pull completed video interview from the platform
- Verify audio and video quality meets analysis threshold
- Transcribe the full response using speech-to-text
- Segment transcript by question
Apply Competency Rubric
- Load the role's defined competency framework
- Scan transcript segments for evidence of each competency
- Score communication clarity and structure of responses
- Flag vague or non-responsive answers
Timestamp and Highlight
- Mark timestamps where strong evidence appears
- Flag any concerning statements for human review
- Compile highlight reel of key moments
- Cross-check scoring consistency across questions
Generate Scorecard
- Compile competency scores into a structured scorecard
- Summarize overall recommendation with rationale
- Attach highlight timestamps and transcript excerpts
- Push results to the ATS candidate profile