[Use cases](https://www.automaticcompany.co/use-cases/) · [Hiring & HR](https://www.automaticcompany.co/use-cases/category/people/) # Draft interview scorecards from the call transcript xAI's recruiting team says a bot matches each interview transcript or recording to the role's scorecard and drafts the feedback form in the recruiter's voice. It then asks the recruiter a few follow-up questions, such as their rating and what to probe next, before redrafting and submitting it to the ATS. [Grok Bot](https://www.automaticcompany.co/use-cases/agent/grok-bot/) Added Oct 12, 2026 ## What they did The same xAI recruiting guide describes Pulse: after an interview, it pulls the meeting transcript or recording, matches it to the role's scorecard and drafts the feedback form in the recruiter's voice. It then pauses to ask a few follow-up questions, such as the recruiter's rating, how the conversation felt and what to pressure-test next. ## How it went The maker says Once the recruiter answers, the bot redrafts the form and submits it to the applicant tracking system. The team says scorecards stopped being the task left until late evening. ## Good to know This is the team's own account with no accuracy data, though the recruiter's judgment is built in through the follow-up questions. Recording and processing interviews may need candidate consent depending on where you hire. ## A prompt to try After each interview, take the transcript from and match it to the scorecard for in . Draft the feedback form in my voice, quoting the parts of the conversation that support each rating. Before you finalize, ask me for my overall rating, anything that felt unclear, and what the next interviewer should test, then update the draft and wait for my OK before submitting. ## Source [x.ai](https://x.ai/bot/guides/grok-bot-for-recruiting) · published Sep 24, 2026 · checked Oct 12, 2026 Runs on [Grok Bot](https://www.automaticcompany.co/platforms/grok-bot/). ## Want this running for you? The [Digital Agency pack](https://www.automaticcompany.co/packs/digital-agency/) is a bot team we set up and run that does this kind of work. ## More in Hiring & HR - [ Alibaba QwenWork · Hiring & HR ### Flag missed clock-ins and set a follow-up check for the next morning In a hands-on test at QwenWork's public beta launch, a reporter for Chinese tech outlet APPSO had the agent spot attendance problems from clock-in and leave records, draft a group reminder and create a DingTalk to-do to check correction approvals the next morning. - ](https://www.automaticcompany.co/use-cases/alibaba-qwenwork-attendance-anomaly-reminders/) - [ Grok Bot · Hiring & HR ### Source candidates overnight, then wait for approval to reach out xAI's recruiting team describes a bot that learns from scorecards and resumes of past hired and rejected candidates, then sources new candidates overnight, adds them to the ATS as leads and drafts outreach sequences. A recruiter approves the send before the bot moves candidates to Reached Out and watches for replies. - ](https://www.automaticcompany.co/use-cases/grok-recruiting-overnight-sourcing/) - [ Grok Bot · Hiring & HR ### Brief each interviewer, and find where candidates drop out In the same xAI guide, one bot posts a single Slack note before each interview with who the candidate is, why the team is interested, the stage and what to focus on. Another looks across the interview loop for where candidates fail and why, and turns that into questions recruiters can ask at the first screen. - ](https://www.automaticcompany.co/use-cases/grok-recruiting-candidate-brief-and-loop-analysis/) ## Want this running for your business? We pick the bots, set them up in your account and run them. They do the work while you run the business. [ Hire your team ](https://www.automaticcompany.co/founding-waitlist/)