HR & RECRUITING

Aggregate Zoom Panel Debriefs into a Hiring Scorecard

After a panel interview ends, pull each interviewer's Zoom meeting notes and ratings, normalize them, and write a single structured hiring scorecard to a Monday item…

CategoryHR & Recruiting
Enginesim
Difficultyintermediate
Triggerevent
Steps5
Setup~15 min

How it runs

The automated pipeline, trigger to output.

  • TriggerZoom panel interview meeting endsZoomZoom
  • ActionFetch meeting metadata and panelist feedback notesZoomZoom
  • LogicVerify all required panelists submitted feedback
  • ActionNormalize notes into per-competency scores and consensusOpenAI
  • OutputWrite structured scorecard to candidate Monday itemmonday.com

What it does

Turns scattered post-interview feedback into one comparable scorecard. When a Zoom panel meeting ends, it collects every interviewer's submitted notes and competency ratings, uses an LLM to normalize the language and surface agreements and disagreements, then writes a clean scorecard back to the candidate's Monday item so the recruiter sees everything in one place.

When to use it

Use it when multiple interviewers each meet a candidate and you need a consolidated, apples-to-apples view instead of chasing five separate emails. Ideal for structured panel loops where each interviewer owns specific competencies.

How it works

  1. 1A Zoom meeting-ended event fires for the tagged interview meeting.
  2. 2The flow fetches the meeting metadata and each participant's submitted feedback notes from Zoom.
  3. 3A logic step checks that every required panelist actually submitted feedback; if not, it routes to a reminder branch.
  4. 4OpenAI normalizes each panelist's notes into per-competency scores plus a consensus summary and flags split decisions.
  5. 5The structured scorecard is written to the candidate's Monday item, updating rating columns and the summary.

Set it up

What you configure once, before turning it on.

  1. 1
    Connect ZoomMeetings, recordings, transcripts.
  2. 2
    Connect OpenAIModels, embeddings, files.
  3. 3
    Connect monday.comVisual work management for teams.
  4. 4
    Set each agent's modelWe leave models unset so you pick the tier — fast + cheap, or top-quality.
  5. 5
    Tune it to your dataEdit the prompts, filters, and field mappings so it matches how your team works.
  6. 6
    Test, then turn it onRun once against a sample, confirm the output, then enable the trigger.

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