PracticeWorking with AI: Delegation & Oversight

critiqueDifficulty 2/3~12 min

Critique the agent's output

The artifact

Weekly account-health summary — generated Nov 18, 06:00 System: health-agent v2.3 · run 0412 · 12 accounts in the enterprise tier Distribution: CS leads, weekly. Feeds the Thursday save/expand call.

AccountScoreStatusNote
Alderman Foods82HealthySteady weekly active users; renewal Mar 14. Champion engaged — two support tickets, both feature questions.
Brightpath Logistics41At riskWeekly actives down 34% over 6 weeks. Champion (Ravi Menon) has not logged in since Oct 2. Renewal Dec 1.
Corveau Retail88HealthyUsage data unavailable for this period; no support tickets, no escalations. Renewal Jun 30.
Dunmore Health76HealthyUsage flat. Renewal Aug 9. Recent ticket about SSO configuration, resolved.
Elmgrove Partners55WatchSeat utilisation 61% of licensed. Renewal Feb 28.
Fairhaven Systems91HealthyStrong growth in weekly actives (+22%). Expansion signal: three requests for additional seats in the last month. Renewal Sep 1.
Grayson Media84HealthyUsage data unavailable for this period; no support tickets. Renewal Apr 22.
Halloran Group69WatchUsage stable but concentrated in two users. Renewal May 15.
Ironside Manufacturing79HealthyUsage steady. Renewal Nov 30. Champion active.
Juniper Cross87HealthyUsage data unavailable for this period. Renewal Jan 12.
Kestrel Financial58WatchWeekly actives down 12%. Renewal Jul 7. Two escalated tickets in October.
Lockridge Supply90HealthyUsage data unavailable for this period; no escalations. Renewal Feb 3.

Summary: 8 healthy, 3 watch, 1 at risk. Portfolio health is stable week-over-week. Recommended focus for Thursday: Brightpath Logistics.


Note from Dev (CS ops), attached:

Three things I know are wrong, from memory:

  • Ironside's renewal is Nov 30 — that's twelve days away and it's listed as healthy with no flag. The date is right, the treatment isn't.
  • Fairhaven's "three requests for additional seats" — I was on that call. They were asking about seat reassignment because they're cutting headcount.
  • Corveau: their CSM told me last week they're evaluating a competitor.

The agent's been running since August and this is the first time I've gone through it line by line. Should I be worried?


Your task

Critique this output. Identify what's wrong, and say what Dev should conclude about the system — not just about these twelve rows. Aim for 250–450 words.

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