Unstructured conversations
Each interviewer explores a different set of topics.
Recruitment Intelligence · Product
Interview Intelligence
Same role, same standard, comparable evidence.
When every interviewer asks different questions, shortlists cannot be compared. Saanvi generates role-specific structures and keeps evaluation consistent.
The problem
Why interviews produce weak signals
Scores without evidence
Ratings are recorded with no supporting observation.
Slow, scattered feedback
Decisions wait on notes spread across inboxes.
Saanvi AI journey
Role → Saanvi AI → A decision you can defend
Structure is generated from the requirement and applied consistently.
Role requirement
The competencies that matter for this job.
Saanvi AI
Builds the interview structure.
Question sets
Per stage and per interviewer.
Consistent scoring
Evidence captured against each competency.
Comparable decisions
Candidates assessed on the same basis.
Problem → Saanvi AI → intelligence → action → outcome.
What you get
What the product provides
Role-specific question sets
Generated from the approved job description.
Stage design
Different focus for screening, technical and final rounds.
Structured scorecards
Competency ratings with required evidence.
Interviewer guidance
What good, adequate and weak answers look like.
Candidate comparison
Side-by-side view across the same criteria.
Decision record
A clear, auditable trail for each hire.
How it works
Design → Interview → Score → Compare
01 Design the loop
Stages, interviewers and competencies.
02 Run interviews
Everyone works from the same structure.
03 Capture evidence
Score against observations, not impressions.
04 Compare candidates
Decide on consistent criteria.
The difference
What changes in practice
Today, without it
- Every interviewer asking different questions
- Ratings recorded without evidence
- Debriefs that rely on memory
With Saanvi Nexus
- One structure per role, applied consistently
- Evidence attached to every competency score
- Comparable candidates and a clear decision trail
FAQ
Questions people ask
Related
Continue the journey
Make interviews comparable
Give every interviewer the same structure, and every decision the same evidence base.