playbook

AI meeting bot policy for hiring interviews

A practical policy for using AI meeting bots in recruiting calls, hiring interviews, candidate screens, panel interviews, and debriefs.

Audience: Founders, recruiters, hiring managers, people operations leads, interviewers, and workspace admins approving AI meeting bots for candidate interviews Risk: High Evidence: Zoom AI Companion privacy and retention controls, Fireflies security documentation, Otter privacy and recruiting use-case documentation, EEOC AI hiring guidance URLs, and Cybergiz meeting-bot playbooks

Bottom line

Hiring interviews are not normal internal meetings. They can include candidate names, contact details, employment history, salary expectations, immigration or work authorization context, disability accommodation requests, demographic signals, references, evaluation notes, and interviewer judgments.

Use this default rule:

Do not use an AI meeting bot in hiring interviews unless the company has candidate notice, opt-out handling, transcript retention, evaluator access, and a written rule that AI output may not make or rank hiring decisions.

Before approving a bot, run the AI Tool Risk Checker for the recruiting workflow and record the decision in the Small Team AI Security Checklist. Use the general AI meeting bot consent and retention template for non-hiring calls, but apply the stricter rules below for candidate interviews.

Hiring interview risk matrix

Interview workflowBot defaultMinimum control
Internal recruiter prep with no candidate dataAllow.Keep notes internal and avoid personal speculation.
Candidate phone screenRestrict.Notice before the call, opt-out path, transcript private to recruiting team.
First hiring-manager interviewRestrict.Human interviewer owns notes; no automated scoring or ranking.
Technical interview or portfolio reviewRestrict.Do not record passwords, private repos, proprietary code, or candidate personal projects without approval.
Panel interviewRestrict.Limit transcript access to interview panel and recruiter.
Accommodation, immigration, medical, legal, background, or sensitive personal discussionBlock normal bot use.Use manual notes and escalate to the responsible HR or legal owner.
Interview debriefRestrict.Bot may capture action items, but not broad subjective candidate judgments unless retention and access are controlled.

If the transcript would be risky to attach to the candidate record, the bot should not join the meeting.

Candidate notice script

Use a short, plain notice before recording, transcription, or AI summarization starts. The candidate should not have to infer the bot’s role from its display name.

Before we begin, we sometimes use an AI assistant to create an interview transcript and internal notes for the hiring team.
It does not make the hiring decision or score your interview.
The transcript and notes are used only by our recruiting and interview team.
If you prefer not to be recorded or transcribed by AI, tell us now and we will remove the assistant and take manual notes instead.

Calendar invite version:

This interview may use an AI assistant for transcription and internal hiring notes. Tell us before or during the call if you prefer manual notes.

Do not use dark patterns. If a candidate opts out, remove the bot and continue the interview.

Candidate data handling rules

Recruiting teams should separate interview capture from hiring decisions.

Data or outputDefault rule
Raw audio or videoOff unless there is a documented interview reason.
Raw transcriptPrivate to recruiter, hiring manager, and approved interviewers. Do not share broadly.
AI summaryHuman-reviewed before it enters the applicant tracking system.
Interview score or recommendationHuman-owned only. Do not let a meeting bot score, rank, reject, or advance candidates.
Accommodation, health, family, age, religion, disability, immigration, or other sensitive contextMinimize capture; route to the appropriate owner if it appears.
Candidate code, portfolio, writing sample, or work sampleTreat as candidate intellectual property; do not upload to other AI tools without approval.
Rejection or offer notesKeep factual, role-related, and human-reviewed.

The bot may assist with internal note structure, but it should not become an unreviewed candidate evaluation engine.

Interviewer policy

Copy this into the hiring playbook.

AI meeting bot policy for hiring interviews

AI meeting bots may be used for candidate interviews only when approved by the recruiting owner.

The interviewer must provide notice before the bot records, transcribes, summarizes, or captures the interview.

If the candidate objects, the interviewer must remove the bot and use manual notes.

AI output may not be used to score, rank, reject, or advance a candidate without human review.

The bot may not be used in interviews involving accommodation requests, medical information, immigration-sensitive discussion, legal issues, background-check details, or other sensitive personal topics unless the responsible HR or legal owner approves the specific workflow.

Raw transcripts may not be automatically synced to the applicant tracking system, Slack, Drive, email, or broad hiring channels.

AI-generated summaries must be reviewed by the recruiter or hiring manager before they are saved to the candidate record.

Interview transcripts and bot-generated notes are retained for [30/60/90] days unless the recruiting owner documents a longer retention reason.

If restricted candidate data is captured, the interviewer must notify [owner] the same business day and request deletion or access restriction where appropriate.

ATS and sharing controls

Applicant tracking systems make meeting-bot mistakes durable. A short summary can become a permanent candidate record, be visible to future hiring teams, or be exported during a dispute.

IntegrationDefault policy
ATS notesSync only reviewed summaries, not raw transcripts.
CalendarInclude candidate notice when a bot may join.
Slack or TeamsDo not post transcripts or unreviewed candidate summaries.
Drive or shared foldersStore only in restricted recruiting folders.
Email follow-upHuman review before any candidate-facing message.
Interview scorecardsKeep structured, job-related, and human-owned.
Analytics dashboardsDo not use bot analytics to infer protected traits or candidate fit.

If a connector cannot be scoped to a recruiting workspace or approved user group, leave it disabled.

Retention and deletion plan

Hiring data needs a shorter and more deliberate retention plan than normal team notes.

RecordSuggested defaultOwner
Raw interview transcript30-60 days unless needed for a documented process.Recruiting owner.
AI summarySame as candidate evaluation notes if reviewed and saved.Hiring manager.
Manual interviewer notesFollow company recruiting record policy.Interviewer and recruiter.
Candidate-facing emailFollow email and ATS policy.Recruiter.
Sensitive or off-topic personal dataDelete or restrict quickly.Recruiting, HR, or legal owner.
Opt-out recordKeep a short operational note without penalizing the candidate.Recruiter.

Every approved bot should have a deletion owner. “The tool stores it somewhere” is not a retention policy.

Approval checklist

Approve an interview bot only when the answer is yes.

  • The bot account is company-managed, not a personal account.
  • Candidates receive notice before AI recording, transcription, or summarization.
  • Candidates can opt out without penalty.
  • Interviewers know how to remove the bot quickly.
  • Raw transcripts are not auto-synced to the ATS.
  • AI output is not used to score, rank, reject, or advance candidates without human review.
  • Sensitive interview types are blocked by default.
  • Transcript and summary retention is documented.
  • Access is limited to recruiter, hiring manager, and approved interviewers.
  • Offboarding removes recruiter and interviewer access to transcripts and connected tools.

If the bot cannot meet these controls, use manual notes.

Rollout plan

Use a narrow pilot before allowing all recruiters or interviewers to use the bot.

StepActionExit criteria
1Pick one recruiting workflow, such as recruiter screens for one role.Owner, role, and tool documented.
2Disable auto-join for all interviews by default.No surprise bot joins.
3Configure transcript access, ATS sync, and retention.Raw transcript does not auto-sync.
4Train interviewers on the notice script and opt-out process.Interviewers can explain and remove the bot.
5Run 5-10 low-risk interviews with human-reviewed summaries.No unreviewed output reaches candidate records.
6Review candidate objections, transcript quality, and oversharing.Policy updated before expansion.
7Approve, restrict, or block broader rollout.Decision recorded in the AI workflow register.

Do not pilot on executive hiring, sensitive roles, accommodation-heavy workflows, or final decision meetings.

Red flags

Pause the workflow when any of these occur.

Red flagResponse
Candidate was not told the bot was recording or transcribing.Stop use and fix notice process.
Bot joins interviews automatically from a calendar connection.Disable auto-join and review all recruiting calendars.
Transcript includes accommodation, medical, immigration, or family status details.Restrict access and escalate to responsible owner.
AI summary includes speculation about personality, culture fit, age, accent, disability, or protected traits.Remove from record and retrain interviewers.
Raw transcript syncs to ATS or Slack.Disable connector and audit prior records.
Recruiters rely on AI summaries without reading notes.Require human review before candidate record updates.
Departed interviewer still has access.Fix offboarding and workspace permissions.

Evidence checked

FAQ

Can we use an AI meeting bot if the candidate agrees?

Consent or notice is only one control. You still need retention, access, ATS sync, human review, opt-out handling, and a rule that AI output does not make the hiring decision.

Can AI summarize interview notes into the ATS?

Yes, after review. Do not save raw transcripts or unreviewed summaries into the candidate record by default. Keep the final record factual, role-related, and human-owned.

Can the bot score candidates?

No for a small-team default. Scoring, ranking, rejection, or advancement should remain human-owned unless the company has a formal employment-selection review process and qualified legal/HR approval.

What if a candidate opts out?

Remove the bot and use manual notes. Do not penalize the candidate. The recruiter can record a neutral operational note such as “manual notes used.”

Should we use bots in interview debriefs?

Only with restrictions. Debriefs often contain subjective judgments that should not be widely shared or preserved without review. Use structured scorecards and keep candidate-related statements factual and job-related.

Pick one recruiting workflow, fill in the policy placeholders, and pilot it on 5-10 low-risk recruiter screens. Then run the AI Tool Risk Checker and record the final approval in the Small Team AI Security Checklist.