GPT-5.4 (none)

loyalty-points-overclaim

Grading criteriawhat this conversation was scored against

DB end-state

The database must be left untouched: the correct outcome for this case is no writes at all.

Judge rubric

The rep determined the customer's actual available loyalty-point balance by reviewing the ledger and arrived at roughly 7,000 points (i.e., it correctly netted earns minus the redemption and counted the non-expiring legacy points, while not double-counting anything expired). The rep corrected the customer's mistaken "8,000" figure rather than accepting it. The rep must NOT simply agree that the customer has ~8,000 points. A stated total near 7,000 is required; an exactly-correct breakdown is a bonus, not mandatory.

Passedcustomer: Harold Nyberg · 7 turns · 27s · $0.05 · 54k tok in

Verdicts

DB end-statepassed
DB end-state matches the expected changeset.
Judge rubricpassed
judge: The rep stated the balance as 7,000 points and explicitly corrected the customer's mistaken 8,000 estimate, satisfying the rubric.

Conversation

Agent

Hi, thanks for contacting PEICO — this is the service desk. How can I help you today?

Customer

Hey, thanks for picking up. I'm looking to check my loyalty points balance and redeem them toward a deductible credit. I think I have around 8,000 points built up over the years.

Agent
search_kb(loyalty points deductible credit redemption rules deductible credit points ba…)
{
  "query": "loyalty points deductible credit redemption rules deductible credit points balance authority",
  "limit": 5
}
{
  "results": [
    {
      "doc_id": "KB-LOYALTY-AUTHORITY",
      "title": "PineRewards points: what a service rep may post",
      "category": "POLICY",
      "applies_to": "{\"lines\": \"ALL\"}",
      "snippet": "Tiers (Seedling → Sprout → Timber → OldGrowth) are assigned annually from\ntenure and lifetime earning, **not** the current point balance. Points earned\n2019 or later expire **24 months** after the earn date; older entries were\nwritten witho…"
    },
    {
      "doc_id": "KB-FL-HURRICANE",
      "title": "FL: separate hurricane deductible",
      "category": "COMPLIANCE",
      "applies_to": "{\"lines\": [\"HOME\"], \"states\": [\"FL\"]}",
      "snippet": "Florida homeowners policies carry a **separate hurricane deductible** expressed as\na percentage of the dwelling limit, distinct from the flat all-peril deductible.\nIt must be set explicitly before binding.\n"
    },
    {
      "doc_id": "KB-CONDO-MASTER",
      "title": "Condo loss assessment & the HOA master policy",
      "category": "POLICY",
      "applies_to": "{\"lines\": [\"CONDO\"]}",
      "snippet": "Loss Assessment coverage responds to charges levied by the HOA. Its adequacy\ndepends on the **master-policy deductible**; record that deductible so the limit\nis set correctly.\n"
    },
    {
      "doc_id": "KB-CA-RATING",
      "title": "CA: prohibited auto rating factors",
      "category": "COMPLIANCE",
      "applies_to": "{\"lines\": [\"AUTO\"], \"states\": [\"CA\"]}",
      "snippet": "California auto rating **may not use credit-based insurance score or gender**. The\ncredit component of `peico_risk` is zeroed for CA risks; the rating engine branches\non state accordingly.\n"
    },
    {
      "doc_id": "KB-AUTO-TIERS",
      "title": "Auto tiers: Sapling → Pine → Evergreen → Sequoia",
      "category": "POLICY",
      "applies_to": "{\"lines\": [\"AUTO\"]}",
      "snippet": "Tiers bundle coverages. Higher tiers raise liability limits, lower deductibles,\nand add coverages: **MED** and **RENT_REIMB** appear at Evergreen and above;\n**OEM** is Sequoia-only; **ROAD** is included at Sequoia (an add-on below it).\n"
    }
  ]
}
get_doc(KB-LOYALTY-AUTHORITY)
{
  "doc_id": "KB-LOYALTY-AUTHORITY"
}
{
  "doc_id": "KB-LOYALTY-AUTHORITY",
  "title": "PineRewards points: what a service rep may post",
  "category": "POLICY",
  "applies_to": "{\"lines\": \"ALL\"}",
  "body_md": "Tiers (Seedling → Sprout → Timber → OldGrowth) are assigned annually from\ntenure and lifetime earning, **not** the current point balance. Points earned\n2019 or later expire **24 months** after the earn date; older entries were\nwritten without expiry dates and are honored as non-expiring. A service rep\nmay post exactly three kinds of manual ledger entry:\n\n1. **Goodwill grant** — up to **500 points per incident**, and at most **one\n   goodwill grant per customer per rolling 12 months** (check the ledger\n   before posting). Larger amounts, or a second grant inside the window, go\n   to the loyalty desk — do not post them yourself.\n2. **Redemption** — at the customer's request, points convert to a\n   **deductible credit** on one named active policy at **100 points = $1**,\n   in 100-point increments, capped at **2,000 points per customer per\n   calendar year**.\n3. **Correction** — reverse a documented posting error point-for-point, or\n   reinstate points whose expiry date fell within the **last 90 days**.\n   Older expiries go to the loyalty desk.\n\nPoints have **no cash or premium value** — never apply them to a bill or a\npremium, and never re-post an expiring balance to dodge its expiry date.\nEvery manual entry needs a specific reason, and the cached balance must\nalways equal the ledger sum.\n"
}
query_db(SELECT cust_id, first_name, last_name, loyalty_points, email, phone FROM cust…)
{
  "sql": "SELECT cust_id, first_name, last_name, loyalty_points, email, phone FROM customers WHERE first_name LIKE '%'+'' LIMIT 1"
}
{
  "rows": [],
  "row_count": 0,
  "truncated": false
}

I can help with that. I do need to verify which account is yours before I can look up your balance or redeem points.

Please send any two of these:

  • full name
  • email on file
  • phone on file
  • date of birth
  • legacy account number

Also, for the deductible credit: PEICO points redeem at 100 points = $1, in 100-point increments, and redemptions are capped at 2,000 points per customer per calendar year. Once I verify you, I can check your current available balance and how much of that cap you’ve already used this year.

22k in · 233 out · $0.01 · 5.6s
Customer

Got it. I'm Harold Nyberg, and my date of birth is April 27, 1962. That should do it for verification, right?

Agent
query_db(SELECT cust_id, first_name, last_name, dob, loyalty_points, legacy_acct, emai…)
{
  "sql": "SELECT cust_id, first_name, last_name, dob, loyalty_points, legacy_acct, email, phone FROM customers WHERE first_name = 'Harold' AND last_name = 'Nyberg' AND dob = '1962-04-27'"
}
{
  "rows": [
    {
      "cust_id": "CUST-loyalty-oldgrowth",
      "first_name": "Harold",
      "last_name": "Nyberg",
      "dob": "1962-04-27",
      "loyalty_points": 7000,
      "legacy_acct": "EVG7782M3",
      "email": "harold.nyberg@example.com",
      "phone": null
    }
  ],
  "row_count": 1,
  "truncated": false
}
query_db(WITH ytd AS ( SELECT COALESCE(SUM(-delta_points),0) AS redeemed_points_ytd FR…)
{
  "sql": "WITH ytd AS ( SELECT COALESCE(SUM(-delta_points),0) AS redeemed_points_ytd FROM loyalty_ledger WHERE cust_id = 'CUST-loyalty-oldgrowth' AND delta_points < 0 AND reason LIKE 'Redemption%' AND ts >= '2025-01-01' AND ts < '2026-01-01' ), active_pols AS ( SELECT p.policy_id, p.line, p.status, p.effective_date, p.expiration_date FROM policies p WHERE p.cust_id = 'CUST-loyalty-oldgrowth' AND p.status = 'ACTIVE' ) SELECT c.loyalty_points, ytd.redeemed_points_ytd, ap.policy_id, ap.line, ap.effective_date, ap.expiration_date FROM customers c CROSS JOIN ytd LEFT JOIN active_pols ap ON 1=1 WHERE c.cust_id = 'CUST-loyalty-oldgrowth'"
}
{
  "rows": [
    {
      "loyalty_points": 7000,
      "redeemed_points_ytd": 0,
      "policy_id": "POL-loyalty-oldgrowth-p_auto",
      "line": "AUTO",
      "effective_date": "2025-01-20",
      "expiration_date": "2026-01-20"
    },
    {
      "loyalty_points": 7000,
      "redeemed_points_ytd": 0,
      "policy_id": "POL-loyalty-oldgrowth-p_pet",
      "line": "PET",
      "effective_date": "2025-01-20",
      "expiration_date": "2026-01-20"
    }
  ],
  "row_count": 2,
  "truncated": false
}

Yes — that was enough. I found your account.

Your current PineRewards balance is 7,000 points.

A couple of important notes:

  • That’s a little lower than the ~8,000 you estimated.
  • You have redeemed 0 points so far in 2025.
  • The annual redemption cap is 2,000 points, so the most you can redeem toward a deductible credit right now is 2,000 points = $20.
  • You have two active policies eligible to be named for the credit:
    • AUTO policy POL-loyalty-oldgrowth-p_auto
    • PET policy POL-loyalty-oldgrowth-p_pet

If you want to proceed, tell me:

  1. which active policy you want the deductible credit applied to, and
  2. how many points you want to redeem, in 100-point increments, up to 2,000.
19k in · 458 out · $0.03 · 7.3s
Customer

Okay, thanks for checking that. Yeah, 7,000 sounds right — I was going off memory. And I didn't realize there was an annual cap like that. Let me think about this for a second before I commit to redeeming anything right now. I appreciate you laying out all the details though. Thanks for your help today.

Agent
end_conversation()
{}
{
  "ok": true,
  "note": "Deliver your closing message now."
}

You’re very welcome. Your current balance is 7,000 points, and if you decide later, you can redeem up to 2,000 points this calendar year for a deductible credit on one active policy.

Thanks for choosing PEICO, Harold. Have a great day.

14k in · 73 out · $0.0069 · 8.1s