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Use Case7 min read

Support Ticket Quality Review: Fair Scores and Coaching That Gets Booked

Each week's support QA sample is scored, disputed, corrected and turned into coaching in one Kylon room. Agents score HubSpot tickets against the rubric and check the summary, and the QA lead approves every score change before it reaches Notion.

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Thirty tickets, one rubric and plenty of room for argument

A weekly QA review samples thirty closed tickets and scores each against the rubric: greeting, accuracy, resolution, tone and professionalism. The scores feed coaching, so reps read them closely. A score that is wrong, or a ticket that should never have been in the sample, costs more trust than the review earns.

The tickets live in HubSpot, the QA sheet is a Notion database, the rubric is a document in Google Drive, disputes arrive by Gmail and coaching lands on Google Calendar. When the rubric is revised midweek or the sample window turns out to be wrong, someone re-scores by hand, rewrites rows that never changed, and the summary that reaches team leads drifts away from the sheet.

Who works in the room

People

  • Support QA lead

    Owns the rubric and the sample, rules on disputes and approves every score change

  • Support team leads

    Raise disputes for their reps, run coaching sessions and confirm session times

  • Support operations manager

    Sets the sample window and the score below which a rep gets coaching

Agents

  • NovaQA scorer

    Scores each sampled ticket per rubric criterion from the HubSpot conversation and writes approved scores to the Notion QA sheet

    HubSpotNotionGoogle Drive
  • MycoSummary checker

    Checks the weekly QA summary against the sheet as it stands and lists missing, out-of-scope and wrong-total lines

    NotionGoogle Drive
  • RyanCoaching and replies

    Proposes coaching sessions for low scores, books them once a team lead approves, and drafts the reply on each dispute thread

    Google CalendarGmailSlack

Unaddressed messages in the QA room go to Nova, the default agent, so a question about a ticket's score lands with it. Myco takes anything about the summary. Ryan takes coaching, because it is the only agent with a grant to the team's coaching calendar. When a re-score pushes a rep below the coaching line, Nova mentions Ryan with the ticket and the new total, and Ryan leads from there. For a full re-score, Nova reads the thirty conversations through parallel helpers and gets one set of scores back.

The weekly review, step by step

The rubric and the sample rules live in the QA folder, and the room guidelines say which fields an agent may change. Each step ends with the QA lead or a team lead.

  • Agent works
  • Person decides
  • Arrives or gets recorded
Scroll sideways to see the whole flow.
StageWhat happensWho actsWho decides
ScoringEach sampled ticket is scored per criterion from its HubSpot conversation, with a line on whyNovaThe QA lead approves before scores are written to Notion
Rubric revisionTickets are re-scored under the new rubric, and only tickets whose score or status changes are updatedNovaThe QA lead approves the changed set
Sample window correctionTickets outside the corrected window and duplicates come out of the sample and the totalsNovaThe support operations manager confirms the window
DisputesAn upheld dispute restores the original sheet value for that criterion onlyNova, then Ryan for the replyThe QA lead rules on each dispute and sends the reply
Summary reviewThe weekly summary is checked against the sheet for missing, out-of-scope and wrong-total linesMycoThe QA lead corrects and releases it
Escalation and coachingLow scores go to the rep's team lead and a coaching session is proposedRyanThe team lead approves the time before it is booked
Stages of one weekly QA review. Tickets, reps and scores in this example are illustrative.

A rubric revision in the middle of the week

A rubric revision is where QA reviews usually go wrong. Re-scoring all thirty tickets and rewriting every row makes the sheet's history useless, because a rep can no longer see which scores actually moved. Nova re-scores the full sample against the new rubric but proposes updates only for tickets whose score or status changed, and lists the rest as unchanged.

A window correction works on the sample itself. If the window should have started on Monday, tickets closed the Sunday before come out, a ticket sampled twice counts once, and every total that included them is recomputed. Disputes come last and are the narrowest change: when the QA lead upholds one, only that criterion on that ticket goes back to its original sheet value, and Ryan drafts a single reply on the dispute thread stating the new total.

What the checks catch

  • A row rewritten in Notion even though its score and status did not change
  • A ticket outside the corrected sample window, or sampled twice, still counted in a total
  • A summary line that is missing, belongs to an out-of-scope ticket, or carries the wrong total
  • An upheld dispute that resets the whole ticket instead of the one criterion in question
  • A second reply on a dispute thread that already has one

What stays with people

  • Approving every score change before it is written to the Notion sheet
  • Ruling on each dispute and sending the reply, which Ryan prepares as a Gmail draft
  • Setting the coaching line and deciding who gets coaching
  • Approving each coaching time before it is booked

Integrations in this workflow

Kylon is not a help desk and it does not replace one. It sits across HubSpot, the QA sheet and the calendars the support team already uses, and keeps the review's coordination in one room.

  • HubSpot holds the sampled tickets and their conversations, read for scoring
  • Notion holds the QA sheet, with one row per sampled ticket
  • Google Drive keeps the rubric, its revisions and the weekly summary
  • Gmail carries disputes in and replies out, as drafts the QA lead sends
  • Google Calendar carries each approved coaching session
  • Slack is where team leads flag a dispute or ask for a session

Where to start

Begin with one week's sample. Connect the Notion QA sheet, point Nova at the rubric folder in Google Drive, and put one rule in the room guidelines: only tickets whose score or status changed are written, and only after the QA lead approves.

“When a rep asks why a score moved, the answer is already in the thread.”

Set it up with your agent

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