Scale AI Notetaker Across Your Hiring Team
Scale AI Notetaker Across Your Hiring Team
Scale AI Notetaker Across Your Hiring Team
A practical guide to piloting, sequencing, and scaling AI Notetaker across your organization — with the structure, communication, and guardrails needed for confident adoption\.
How to navigate this Playbook
Use this playbook as a step\-by\-step guide to move from a small AI Notetaker pilot to structured, organization\-wide adoption\.
Follow the lessons in order, or click directly into the stage that matches where your team is today using the navigation panel on the left\.
Who this playbook is for:*
- Talent leaders accountable for interview quality and hiring decisions
- Recruiting operations and admin owners planning and managing the rollout
- Teams responsible for privacy, consent, and interviewer enable
What you'll learn
- Plan Your AI Notetaker Rollout Choose between two rollout path models and define success criteria\.
- Optimize AI Summaries and Feedback Before expanding beyond your pilot group, improve AI outputs by refining prompts, templates, and guardrails\.
- Stakeholder Communication Templates Use stakeholder communication templates to align expectations and drive adoption\.
- AI Notetaker Rollout Checklist Use the consolidated checklist to move confidently from pilot to an org\-wide rollout\.
What does AI Notetaker do?
Card BackRecords interviews, transcribes conversations, and drafts structured summaries so interviewers can focus on the conversation and complete feedback more efficiently\.
Card FrontWhy do teams adopt AI Notetaker?
Card BackWhen rolled out intentionally, AI Notetaker improves both speed and quality of interview feedback\.
Teams typically see:
- Faster scorecard completion: Within 5 hours of an interview, scorecard submission rates are ~9% higher
- More consistent and detailed feedback: Interviews using AI Notetaker result in 44% more words
- Better context sharing across recruiting and hiring teams
- More informed and equitable hiring decisions supported by clearer documentation
Check your AI Notetaker knowledge
Before planning your rollout, review these foundational resources:
New to AI Notetaker?
- AI Notetaker: Getting Started \(Ashby Academy\)
- AI Notetaker Setup & Usage \(Ashby Knowledge Base\)
- AI Foundations & Responsible Use \(Ashby Academy\)
- Write Better AI Prompts in Ashby \(Ashby Academy\)
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Plan Your AI Notetaker Rollout
Plan Your AI Notetaker Rollout
A focused pilot turns AI Notetaker from a simple feature toggle into a structured shift in how interviews are conducted — allowing you to use your 500 free interviews strategically, gather feedback, refine templates, and define success before expanding\.
Start with a Focused Pilot
Define your Pilot structure
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- Select a limited pilot group \(e\.g\., a few recruiters and hiring managers\)\.
- Choose specific, repeatable interview use cases\.
- Define success criteria up front \(e\.g\., reduced note\-taking time, more complete feedback\)\.
- Plan a 4–6 week pilot with a midpoint check\-in and end\-of\-pilot decision\.
#### Adoption readiness
Eager to adopt AI Notetaker and open to testing new workflows\.
Rolling out to resistant users can discourage others and slow adoption momentum\.
#### Comfortable with AI\-Generated content
Comfortable reviewing AI\-generated content and refining outputs when needed\.
Prior AI experience isn’t required, but familiarity helps users adapt more quickly\.
#### Organizational influence
Positioned to influence others\.
Select 1–2 internal champions—such as recruiters, department heads, or tech\-savvy leaders—who can experience the benefits firsthand and advocate across teams\.
Identify strong early champions
Start by identifying early champions who are motivated to test and share feedback\. The strength of your pilot group will influence which rollout path makes the most sense\.
Ensure your pilot users or groups meet the following criteria:Before selecting your rollout path, confirm you understand the parameters of AI Notetaker\.
AI Notetaker considerations
- [ ] You receive 500 free recorded interviews to pilot AI Notetaker\.
- [ ] AI Notetaker only records interviews conducted in Ashby\.
- [ ] Free\-trial recordings and transcripts are accessible for 14 days\.
- [ ] After 14 days, access is removed while you remain on the free trial\.
- [ ] Trial users have access to the same features as paid customers\.
- [ ] If you upgrade, access to recordings and transcripts is restored \(unless restricted by retention policies\)\.
These constraints will help you determine whether to begin with recruiter screens, internal debriefs, or a broader pilot\.
Choose Your Rollout Path
Path B: Internal Debriefs Only
Conservative and suitable for legal\-sensitive teams\.Begin with internal debriefs to limit candidate\-facing exposure during early testing\. This approach uses fewer interviews, allowing teams to evaluate AI Notetaker in a controlled setting\.
The rollout progresses through structured phases: starting with debriefs only, then gradually introducing recruiter screens and expanding intentionally as processes and templates are refined
Path A: Recruiter Screens Only
Recommended for most teams\.Begin with recruiter screens to gather structured feedback quickly while minimizing risk\. Recruiters are already familiar with consent practices and scorecard expectations, making them strong early adopters\.
The rollout progresses through structured phases, starting with a focused pilot and expanding intentionally as processes and templates are refined\.
Phase 1: Pilot
- Goal: Enable AI Notetaker for a subset of recruiter screens\.
- Setup: Train participants, collect feedback on reliability and summary quality\.
- Success Criteria: Improved time to submit feedback, higher quality feedback\.
Phase 2: Expand
- Goal: Add internal debriefs\.
- Setup: Train additional participants, optimize debrief summary templates, re\-verify access controls\.
- Success Criteria: Faster debriefs, clearer calibration\.
Phase 3: Targeted Rollout
- Goal: Expand to specific departments or motivated hiring managers\.
- Setup: Enablement for champions, quick tips\.
- Success Criteria: Champions report reduced burden, capture success stories\.
Phase 4: Org\-Wide Rollout
- Goal: Standardize and scale to all applicable interviewers\.
- Setup: Add to onboarding, publish best practices, monitor settings\.
- Success Criteria: Consistent use, measurable lift in feedback speed/quality\.
Phase 1: Pilot
- Goal & Scope: Enable AI Notetaker on debriefs only\.
- Setup: Train participants, confirm AI summaries in Ashby, set shortest retention\.
- Success Criteria: Participants report better focus and faster alignment\.
Phase 2: Expand
- Goal & Scope: Add recruiter screens once templates and governance are aligned\.
- Setup: Train participants, finalize consent messaging, enable 'AI\-drafted feedback' on screen forms\.
- Success Criteria: Recruiters see improved time\-to\-feedback, no consent issues\.
Phase 3: Targeted Rollout
- Goal & Scope: Expand to specific departments or motivated hiring managers\.
- Setup: Enablement for champions, quick tips\.
- Success Criteria: Champions report reduced burden, capture success stories\.
Phase 4: Org\-Wide Rollout
- Goal: Standardize and scale to all applicable interviewers\.
- Setup: Add to onboarding, publish best practices, monitor settings\.
- Success Criteria: Consistent use, measurable lift in feedback speed/quality\.
Not sure where to start? These two paths offer a structured way to think through your rollout\. The phases and principles apply no matter which interview type you kick off with\.
⚠️ Before starting your pilot, confirm disclosure and consent requirements by aligning with Legal, Security, HR, and leadership on recording policies, AI usage, storage and retention, and who is authorized to use AI Notetaker\.
Resources to share with your legal team:- Ashby Knowledge Center: AI Notetaker Setup
- [](https://docs.ashbyhq.com/ai-notetaker#0TU6Z)Ashby Trust Center
- [](https://trust.ashbyhq.com/)Ashby Terms for AI Features
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Optimize AI Summaries and Feedback
Optimize AI Summaries and Feedback
Before scaling AI Notetaker beyond a small pilot, align on prompt inputs and clarify expectations for human review and accountability\.
Well\-structured prompts and templates are essential for generating accurate, consistent summaries that meaningfully support the hiring process\.
Establish AI Guidelines Before Expanding
Three ways to use AI Notetaker with interviews
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Each feature helps capture interview insights and generate structured feedback automatically, allowing interviewers to stay focused on the conversation\.
Auto-generate Interview Summary
The interview summary provides a quick overview for review and reference\.
To access the auto\-generated interview summary from the call recording, follow these steps:Candidate Assistant
This Candidate Assistant chatbot interface allows you to ask direct questions about the interview content, request summaries, surface specific moments with timestamps, and help draft feedback\.
It's designed for iterative refinement of AI outputs\.
To ask direct questions and access follow\-ups using the candidate assistant, follow these steps:- Be explicit about format: ask for bullets, specific sections, and timestamps\.
- Anchor to your rubric: name the competencies you care about\.
- Ask for evidence \(quotes or paraphrases\) with timestamps\.
- Use iterative follow\-ups, such as “shorten,” “make it neutral,” or “add missing risks”
For more best practices, check out Write Better AI Prompts in Ashby in Ashby Academy\.
Sample prompts for the Candidate Assistant:- “Give me a structured summary with strengths, risks, and follow\-ups\. Include timestamped citations\.”
- “Evaluate the candidate against our \[role\] rubric: problem\-solving, communication, \[add your competencies\]\. Provide evidence from the transcript\.”
- “Compare this interview to the previous \[role\] interview with \[interviewer\]\. Where do conclusions diverge? Include quotes with timestamps\.”
- "Rewrite this note in objective, bias\-aware language\. Keep only job\-related evidence and include citations\.”
- “Find where compensation expectations were discussed and summarize the ask\.”
Auto-filling Interview and Feedback Templates
Well\-structured templates are key to AI Notetaker adoption\. Your interview questions act as AI prompts\. Clearer questions lead to better outputs\.
This feature automatically populates feedback forms based on the conversation, saving significant time\.
To enable auto\-fill, follow these steps:For more details on setting up auto\-fill, check out
AI\-generated content for feedback forms in the Ashby Knowledge Base\. Best practices:- Structured questions give AI clearer signals, resulting in more accurate feedback summaries that interviewers trust and adopt\.
- Use competency‑based, long‑form questions, where summaries add value\.
- Include specific instructions under each question\.
- Role\-specific topics and expectations \(think product manager screens, technical phone screen templates\) work especially well\.
- Avoid subjective or recommendation questions in autofill‑enabled sections\.
Interviewers remain responsible for reviewing, editing, and submitting all final feedback\.
AI Notetaker supports capture and recall, not making hiring decisions\.
Card FrontAI Notetaker Can\.\.\.
Card Back- Draft structured, factual summaries and responses\.
- Highlight key moments with transcript\-linked timestamps\.
- Streamline feedback form completion\.
AI Notetaker Does Not\.\.\.
Card Back- Make hiring recommendations or decisions\.
- Answer subjective impression questions \(e\.g\., “Did the candidate seem high energy?”\)\.
- Assign numeric competency ratings\.
- Submit feedback automatically without human review\.
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Stakeholder Communication Templates
Stakeholder Communication Templates
Rolling out AI Notetaker changes how interviewers document and share feedback\. Clear communication, structured enablement, and ongoing support are essential for successful adoption\.
Use the templates below to introduce AI Notetaker, set expectations, and support your hiring team through the transition\.
Guide Adoption with Clear Communication
Mitigating potential challenges
The most common challenges in AI Notetaker rollouts aren’t technical — they’re people and process\-related\. A successful implementation depends on how clearly expectations are set and how confidently your team uses the tool\.
Consistent communication to candidates about recording, compliant usage, and responsible AI interaction is key to a smooth implementation\.
Build understanding and buy\-inEnsure team members understand why the company is adopting AI Notetaker, what problems it solves, and how it benefits them\.
Create space to address questions or concerns early\.
Align on candidate communicationStandardize how interviewers introduce the notetaker at the start of a call\.
Messaging should be proactive, clear, and approachable\.
Reinforce compliance practicesMake sure everyone understands consent requirements, recording disclosures, and how to handle live opt\-outs appropriately\.
Encourage responsible AI usageTrain interviewers to review, refine, and validate AI\-generated notes rather than automatically accepting outputs, and remain mindful of potential bias\.
Communication Templates
Use these templates to communicate clearly at each phase of your rollout\. Adapt them to your team’s context to set expectations, address questions, and build trust with interviewers and stakeholders\.
Phase 1: Pilot, 1-2 Weeks Before Rollout
Subject: Upcoming rollout of AI Notetaker: what to expect and how to get involvedHi everyone,
We’re introducing Ashby’s new AI Notetaker to help us capture higher\-quality notes, reduce admin time, and make debriefs more consistent\. We’ll roll this out in phases to ensure quality and incorporate your feedback along the way\.
Pilot scope \(starting \[date\]\):- \[Briefly describe initial pilot group and plan\]
- Pilot runs: \[start date\] to \[end date\]
- Check\-in: \[midpoint date\]
- Next phase: \[date\]
- Save time on note\-taking and summarization\.
- Improve consistency across interviews and debriefs\.
- Unlock Autofill and AI Assistant to streamline feedback and next steps\.
- If you’re in the pilot group, you’ll receive a kickoff email with setup steps and office hours\.
- Not in the pilot? You’ll still see progress updates and opportunities to join as we expand\.
- Let us know if you’d like to opt\-in to AI Notetaker as an individual\.
If you have any questions or concerns, please reply here\.
Thank you for partnering with us as we roll this out\.
Best,
\[Your name\]
\[Role/Team\]
Phase 1: Pilot - 1 Week Before Rollout
Subject: Your participation in the Ashby AI Notetaker PilotHi \[Pilot Group\],
AI Notetaker will be enabled for \[recruiter screens / internal debriefs\] starting \[date\]\. Thank you for being our early testers\. Your feedback will shape the broader rollout\.
This week’s action items:- Please review the AI Notetaker support documentation and FAQs\.
- Join a 30\-minute training session this week \(pick one\): \[links\]
- Visibility into recordings and AI summaries will follow existing interview permissions; only authorized hiring teams and users can view them in Ashby\.
- AI Notetaker summarizes based on your notes and meeting content according to our privacy policies \(linked here\)\.
- If a specific conversation shouldn’t use AI Notetaker, you can disable it on the event \(see how\)\.
- Candidates can opt\-out of recordings on their own by clicking the link included with disclosure messaging in calendar invites and confirmation emails \(see how\)\.
- Pilot runs: \[start date\] to \[end date\]
- Check\-in: \[midpoint date\]
- Next phase: \[date\]
- \[Optional\] Office hours: \[date/time and link\]
- Report issues/ideas: \[Link a form/Slack channel/email\]
- To opt\-out of the pilot: If you have specific constraints, reply here and we’ll work with you\.
Thank you for being an essential part of this pilot\. Your feedback and active participation will directly shape how we refine and roll out AI Notetaker across the organization\.
Best,
\[Your name\]
Phase 1: Pilot - Day of Pilot Go-Live
Subject: Pilot kickoff: AI Notetaker is live for \[next pilot group\]Hi everyone,
AI Notetaker is now enabled across \[pilot group\]\. What's live for you today:- AI\-generated summaries for recruiter screens and internal debriefs\.
- Autofill and AI Assistant to streamline feedback forms\.
- Standardized templates aligned to our evaluation criteria\.
- Start using AI Notetaker in your next interview or debrief\.
- Access AI Notetaker and Candidate Assistant in the “📹 Recording” tab on the relevant interview\.
- Draft feedback using the Autofill with AI button on the “Your Feedback” tab\.
- Review and edit AI\-generated content before submitting\.
- Ashby’s support guide and FAQs
- Best practices for Autofill and the AI Assistant
- Questions: \[help email or Slack channel\]
- Technical issues: \[support link\]
- Feedback or improvement ideas: \[form link\]
We're excited to see the impact this has on interview quality and efficiency\. Thank you for being part of this rollout\.
Best,
\[Your name\]
Phase 1: Pilot - Halfway Survey
Subject: Pilot update and next steps–help us tune templates and workflowsHi pilot team,
We’re halfway through the AI Notetaker pilot\. Thank you for the strong start\. A few updates and requests so we can move to the next phase smoothly\.
What we’ve heard is working well today:- \[Fill out \- E\.g\., time saved on summaries and action items, clearer debrief outcomes when Autofill is used consistently\]
- Please fill out the survey linked here by \[date, EOW\]:
- Sample notes you like \(optional\): reply here or drop in \[\#channel\]
- Live feedback session: \[date/time\]
- We’ll turn on AI Notetaker for internal debriefs\.
- We’ll turn on AI Notetaker for recruiter screens\.
Thank you for helping us roll out AI Notetaker\.
Best, \[Your name\]
Example Survey Questions:- Your name and team\
- Link to one interview where it worked well and \(if applicable\) one where it didn’t\.
Phase 2: Expand
Subject: Phase 2 expansion: adding \[Internal Debriefs \| Recruiter Screens\]Hi all,
Based on pilot feedback, we’re expanding AI Notetaker to include \[internal debriefs \| recruiter screens\] starting \[date\]\.
This will help us refine permissions and team\-specific workflows before we scale further\.
What’s changing:- Use AI Notetaker in your \[phase 2 interview type\] and review/edit the generated notes\.
- Continue to use Autofill and the AI Assistant where helpful\.
- Share any issues or edge cases in \[channel\] so we can adjust quickly\.
- Updated quick start: \[link\]
- 20\-min refresher training: \[date/time\]
- Questions: reply here or ping \[owner/team\]
Next step: Targeted rollout to motivated managers and “champions” on \[date\]\.
Thank you for your continued feedback\.
Best,
\[Your name\]
Phase 3: Targeted Rollout to New Groups
Subject: Invite to become an AI Notetaker ChampionHi \[name/teams\],
We’re looking for a small group of motivated hiring managers and interviewers to act as “Champions” as we expand AI Notetaker department\-by\-department\. Champions lead their teams in trying new features early, modeling best practices, and sharing learnings\.
What you’ll do:- Use AI Notetaker for your interviews and debriefs over the next \[2–4\] weeks\.
- Share examples of good notes and common pitfalls\.
- Provide feedback on Autofill, the AI Assistant, and any team\-specific workflow needs\.
- Early influence on templates and defaults for your function\.
- Priority support\.
- Recognition in the org\-wide rollout\.
Interested? Reply “I’m in” by \[date\] or sign up here: \[link\]\.
Thanks for helping us improve our process to hire great talent\.
Best,
\[Your name\]
Phase 4: Org-Wide Rollout
Subject: New for Hiring Teams: AI Notetaker Now Available for All InterviewsHi everyone,
After a successful pilot with \[pilot group\], we're excited to roll out Ashby's AI Notetaker to the entire company\. AI Notetaker automatically records, transcribes, and summarizes interviews, so you can focus on the conversation instead of taking notes\. Over the past \[time period\], our pilot teams saw \[you fill out: e\.g\., higher\-quality notes, less admin time, and more consistent debriefs\]\.
When can I use AI Notetaker?- No action needed on your end for setting up recording\. AI Notetaker will be auto\-enabled for interviews\.
- Review the quick\-start and best\-practice guide with info on candidate disclosures and opt\-out: \[link\]\.
- Start using AI Notetaker in your interviews and debriefs on \[date\]\.
- Only authorized hiring team members can view recordings and AI summaries in Ashby\. Permissions follow your existing interview access\.
- AI Notetaker summarizes your notes and meeting content according to our privacy policies \(linked here\)\.
- You can disable AI Notetaker for specific conversations directly on the event \(see how\)\.
- Candidates can opt out of recordings by clicking the link in their calendar invites and confirmation emails \(see how\)\.
- Questions or issues: \[channel/help email\]
- Training: \[Insert broader team training materials\]
- In\-depth resources:
- Ashby's support guide and FAQs
- Best practices for AI Notetaker
- Feedback or improvement ideas: \[form link\]
We're excited to bring this to everyone\. AI Notetaker will reduce time spent on note\-taking, improve consistency across interviews, and help us hire top talent\.
Thank you,
\[Your name\]
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AI Notetaker Rollout Checklist
AI Notetaker Rollout Checklist
This checklist walks through
pre\-pilot preparation, during\-pilot measurement, and post\-pilot refinement to support a structured AI Notetaker rollout\.Use this checklist to guide your rollout
Pre\-Pilot
For any AI Notetaker settings, reference the AI Notetaker article\.
Pilot Preparation
- [ ] Confirm the AI Notetaker add\-on is enabled in Ashby\.
- [ ] Align on the pilot scope \(see Plan your AI Notetaker Rollout\)\.
- [ ] Identify 1\-2 internal champions who will lead the pilot and track success\.
Privacy and Permissions
Confirm disclosure and consent requirements by aligning with Legal, Security, HR, and leadership on recording policies, AI usage, storage and retention, and who is authorized to use AI Notetaker\.
Resources to share with your legal team: *- Ashby Knowledge Center: AI Notetaker Setup
- [](https://docs.ashbyhq.com/ai-notetaker#0TU6Z)Ashby Trust Center
- [](https://trust.ashbyhq.com/)Ashby Terms for AI Features
- [ ] Determine which interview types should and shouldn't be recorded \(e\.g\., sensitive roles or regions\)\.
- [ ] Set your company's default recording settings \(e\.g\., all interviews, phone screens only, specific stages, specific users, and more\)
- [ ] Define recording mode: speaker view, gallery view, or audio only\.
- [ ] Align on consent language for invitations and during the call\.
- [ ] Define when and how recording disclosure is communicated to candidates\.
- [ ] Determine when candidates can opt out during the interview lifecycle\.
- [ ] Configure calendar invites and confirmation emails to include recording disclosure messaging\.
- [ ] Establish standardized verbal consent language for interviewers to use on live calls\.
- [ ] Document how interviewers complete a live opt\-out \(removing AI Notetaker from Ashby or the meeting platform\)\.
- [ ] Define data retention policies for recordings and transcripts\. \(For specific data deletion requests, email support@ashbyhq\.com\)\.
- [ ] Define roles that can access AI Notetaker and AI summaries and set viewing permissions\.
- [ ] Confirm candidates can opt out of recordings through disclosure links in calendar invites and confirmation emails\.
- [ ] Document internal privacy and permission policies based on these decisions\.
Templates, Prompt Quality, and Setup
AI Notetaker quality is heavily dependent on how interview templates and questions are written\. Without this, the AI uses vague or legacy questions and outputs generic or misleading summaries\.
- [ ] Identify feedback templates to update first based on pilot groups \(e\.g\., recruiter and hiring manager screen forms\)\.
- [ ] Confirm interview plans and scorecards use the “Long Formattable Answer” field type to enable AI\-generated feedback\.
- [ ] Rewrite scorecard questions to be specific, following the examples in Optimize AI Summaries and Feedback\.
- [ ] Remove subjective or recommendation questions from Autofill section\.
- [ ] Reinforce the expectation that AI drafts notes, but humans own the final feedback and decisions\.
Change Management and Communication
Use the Stakeholder Communication Templates to plan how you will introduce AI Notetaker, set expectations for pilot users, and provide support during the rollout\.
- [ ] Announce the rollout and explain the purpose of AI Notetaker and the pilot scope\.
- [ ] Provide clear instructions for enabling AI Notetaker during interviews and reviewing and editing AI\-generated notes\.
- [ ] Set expectations that interviewers remain responsible for reviewing and submitting final feedback\.
- [ ] Provide support channels for users to ask questions or report issues\.
During\-Pilot
Measurement and Feedback Loops
Gather feedback from pilot users and review early metrics to evaluate AI Notetaker performance before expanding the rollout\.
- [ ] Distribute a short feedback survey to pilot users \(mid\-pilot or end\-of\-pilot\)\.
- [ ] Schedule 1–2 debrief calls with pilot participants to review their experience\.
- [ ] Collect qualitative feedback on summary usefulness, accuracy issues, and impact on note\-taking time\.
- [ ] Capture interviewer and recruiter observations, candidate reactions, and example AI errors\.
- [ ] Review early adoption signals such as time savings or changes in days\-in\-stage\.
- [ ] Use pilot insights to decide whether to expand the rollout, adjust templates, refine AI guidelines, or pause implementation\.
Post\-Pilot
Refinement and Expansion Planning
Use insights from the pilot to refine templates, permissions, and guidelines before expanding AI Notetaker to additional interview groups\.
- [ ] Review pilot results and confirm readiness to expand the rollout
- [ ] Update interview questions and prompts based on pilot feedback
- [ ] Adjust permissions and access levels if needed \(e\.g\., expand or restrict certain roles\)
- [ ] Decide on the next interview types to expand to \(e\.g\., recruiter screens → hiring manager screens → onsite panels\)
- [ ] Prepare enablement materials for the next rollout group \(announcement, quick\-start guide, walkthrough\)
- [ ] Reconfirm privacy policies and update user permissions as needed for each new rollout group
- [ ] Expand AI Notetaker gradually to additional teams and interview stages
- [ ] Roll out AI Notetaker organization\-wide once processes and templates are validated\.
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