Automated voice interview analysis workspace

Reduce interviewer hours and reporting delay while keeping every answer traceable to its recording. For HR, recruiting and research teams running structured interviews or surveys at volume, convert approved question sets, voice prompts, participant consent and scoring rules into reviewer-approved interview reports linked to their transcripts. The benefit is a testable hypothesis, measured through completed interviews per operator hour and reviewer corrections per report; do not assume that AI output alone produces business value.

Confirm the buyer's problem and scope, collect approved question sets, voice prompts, participant consent and scoring rules, then follow this sequence: 1. Run spoken interviews or surveys automatically without a live interviewer. 2. Interpret spoken responses with natural language processing. 3. Create and customize interview or survey questions with voice prompts. 4. Transcribe answers as they are spoken. 5. Generate real-time summaries, reports and recommendations from responses. Resolve uncertain cases with qualified reviewers, approve reviewer-approved interview reports linked to their transcripts, and measure completed interviews per operator hour and reviewer corrections per report against a documented baseline.

How the AI works

Use AI to interpret permitted inputs, suggest structured mappings and generate candidate outputs for the three stated task modules. Use deterministic code for arithmetic, schema validation, hard constraints and reproducible tests. Review source-linked explanations and uncertainty before accepting results. One approved question set and consent wording; final scoring and hiring or research decisions remain human. A model suggestion is never a verified fact, professional decision or authorization to act.

Safeguards

Preserve participant consent, source attribution, quotation accuracy and usage permissions. Participants and authorized reviewers approve substantive changes and publication scope. One approved question set and consent wording; final scoring and hiring or research decisions remain human. Keep all consequential actions under authorized human control and do not fabricate missing inputs, permissions, professional judgments or market evidence.

What to build first

Pilot scope: One approved question set and consent wording; final scoring and hiring or research decisions remain human. Implement one approved input format, a bounded representative case set and the first two task modules: run spoken interviews or surveys automatically without a live interviewer; interpret spoken responses with natural language processing. Support the third module with operator review: create and customize interview or survey questions with voice prompts. Include source references, corrections, basic organization access, approval states, export and value measurement. Use managed operator assistance for unresolved exceptions. The cost estimate covers this narrow prototype, not unrestricted multi-tenant scale, complex production integrations, specialist certification or physical operations.

What it can connect to

HR and CRM platforms, applicant tracking systems, calendar and survey destinations. Cloud recording storage, tracker REST APIs and MCP clients such as Claude Code and Cursor. Start with file exchange and validate destination specifications before promising direct publishing. Start with authorized file exchange. Validate current provider access, usage rights and schema behavior before promising a connector.

The screens in detail

Primary screens: Interview and survey builder, Live run monitor, Report and evidence review. Use a thumbnail gallery for projects, a large central editing canvas, and a right-hand panel for questions, consent, scoring rules and comments. Let users compare versions side by side. Display draft, changes requested and approved states. Provide a participant link with comments anchored to the relevant transcript segment. Make the task-specific outcome reviewer-approved interview reports linked to their transcripts visible beside its evidence, review state and value baseline.