AI voice interview

A real interview. Run by AI. Scored on your rubric.

First-round interviews you can't run at scale — Paraakh runs for you. Adaptive follow-ups, full transcripts, and a per-criterion score every evaluator can stand behind.

Adaptive + Fixed modes Whisper transcription AI voice (TTS) Rubric scoring
ai voice interview · backend role LIVE
AI

Tell me about a time a deployment failed in production. What did you do in the first ten minutes?

Spoken · Whisper-ready
Candidate

We had a stuck migration on a Friday evening. I rolled back the release, paged the on-call lead, and started a parallel investigation on a clone…

Transcribed live · 00:38
AI · follow-up

Good. Why did you choose to roll back before investigating the cause?

Depth 2 of 3 · adaptive
Two modes

Adaptive when you want depth. Fixed when you want consistency.

ADAPTIVE

AI runs the conversation.

Questions adapt to the candidate's last answer. Follow-ups go 1, 2, or 3 levels deep when the answer is shallow — and back off when it's strong.

  • Generated from the JD or a topic blueprint
  • Per-section difficulty ladder
  • Profile-aware context for grounded follow-ups
FIXED

Your questions. Their answers. On camera.

A pre-set list of questions, asked in order, with timed video responses. Best for behavioural rounds, scholarships, and structured panels.

  • Webcam + microphone capture
  • Per-question time limit
  • Replayable answers for human review
Under the hood

Six things make it sound like a real interview.

01

JD in, blueprint out

Paste a job description and the AI plans the interview — sections, topics, question counts, difficulty per section — before you record a single answer.

02

Voice in, voice out

OpenAI Whisper transcribes the candidate live. AI speaks the next question with natural TTS. The candidate is talking, not typing.

03

Follow-ups that actually probe

When an answer is shallow, the AI asks the obvious next question. When it's strong, the AI moves on. Depth is configurable per template.

04

Scored on a rubric you control

Every criterion is weighted — communication, ownership, technical depth, problem-solving. The AI scores each with reasoning. You can override per criterion.

05

Full transcript, every time

Every word the candidate said, time-stamped, exportable. Compliance documentation for free, dispute evidence on demand.

06

Lives inside the pipeline

Interview is a step in your assessment — gated by aptitude / coding scores, with cooldowns and guest links. Not a separate product, not a separate login.

Scored, not guessed

A per-criterion score. With reasoning. With an override.

The AI grades the conversation against your rubric — and shows its working. Every score is editable by a human evaluator before it ships.

  • Weighted criteria — you decide what matters more
  • Reasoning per criterion — see why, not just what
  • Evaluator override — humans make the final call
  • Exportable transcript — full audit trail attached
rubric · ankit s. EVALUATED
Communication86
Clear structure, good pacing, minimal filler.
Technical depth78
Explained closures correctly; missed event-loop nuance.
Ownership92
Took responsibility for the rollback decision.
Problem-solving81
Logical, tested with edge cases before code.
Overall 84 / 100 · Recommended
Where it pays off

First-round interviews you'd never run — now you can run all of them.

💼 Tech & non-tech hiring

First-round behavioural and technical screens — at any volume, without booking a recruiter's calendar.

🎓 Campus placement prep

Every student gets real interview practice with company-specific blueprints — not just your top ten.

🏥 Clinical & regulated hiring

Standardised, scored interviews for compliance-sensitive roles — with full transcripts to defend the call.

🎯 Coaching mode

Practice interviews with AI explanations after each answer — separate from real screening, never confused with it.

First-round, automated

See it interview you — live, on your own JD.

Bring a job description. We'll generate the interview blueprint, run a session end to end, and walk you through the transcript and the rubric. Eight minutes, real product.

Book a demo