Claude Opus 4.8 (adaptive, high)

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 · 9 turns · 52s · $0.14 · 103k tok in

Verdicts

DB end-statepassed
DB end-state matches the expected changeset.
Judge rubricpassed
judge: The rep correctly calculated the balance as 7,000 (5,200+2,100-1,800+1,500) with proper breakdown and explicitly corrected the customer's mistaken 8,000 figure.

Conversation

Agent

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

Customer

Hi there! I'm hoping to check my loyalty points balance and redeem them toward a deductible credit. I think I've got around 8,000 points built up over the years.

Agent

Happy to help you check that! First, I need to verify your identity. Could you please give me your full name and one of the following: your date of birth, the email or phone on file, or your account number?

8,703 in · 87 out · $0.0073 · 2.8s
Customer

Sure, no problem. I'm Harold Nyberg, and my date of birth is April 27, 1962.

Agent
query_db(SELECT cust_id, first_name, last_name, dob, loyalty_points, loyalty_tier, sta…)
{
  "sql": "SELECT cust_id, first_name, last_name, dob, loyalty_points, loyalty_tier, status FROM customers WHERE first_name = 'Harold' AND last_name = 'Nyberg'"
}
{
  "rows": [
    {
      "cust_id": "CUST-loyalty-oldgrowth",
      "first_name": "Harold",
      "last_name": "Nyberg",
      "dob": "1962-04-27",
      "loyalty_points": 7000,
      "loyalty_tier": "OldGrowth",
      "status": "CUSTOMER"
    }
  ],
  "row_count": 1,
  "truncated": false
}
query_db(SELECT ts, delta_points, reason, expires_on, ref_policy_id FROM loyalty_ledge…)
{
  "sql": "SELECT ts, delta_points, reason, expires_on, ref_policy_id FROM loyalty_ledger WHERE cust_id = 'CUST-loyalty-oldgrowth' ORDER BY ts"
}
{
  "rows": [
    {
      "ts": "2018-05-01",
      "delta_points": 1500,
      "reason": "LEGACY_EARN",
      "expires_on": null,
      "ref_policy_id": null
    },
    {
      "ts": "2023-07-01",
      "delta_points": 5200,
      "reason": "PREMIUM_EARN",
      "expires_on": "2025-07-01",
      "ref_policy_id": null
    },
    {
      "ts": "2024-03-15",
      "delta_points": 2100,
      "reason": "BUNDLE_BONUS",
      "expires_on": "2026-03-15",
      "ref_policy_id": null
    },
    {
      "ts": "2024-11-02",
      "delta_points": -1800,
      "reason": "REDEEM_DEDUCTIBLE_CREDIT",
      "expires_on": null,
      "ref_policy_id": null
    }
  ],
  "row_count": 4,
  "truncated": false
}
search_kb(loyalty points redemption deductible credit)
{
  "query": "loyalty points redemption deductible credit"
}
{
  "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"
    },
    {
      "doc_id": "KB-EVERGREEN-CLASSIC",
      "title": "Evergreen Classic (Home, retired 2018) — wind/hail math",
      "category": "UNDERWRITING",
      "applies_to": "{\"lines\": [\"HOME\"]}",
      "snippet": "Retired 2018-01-01. Uses a legacy flat-capped wind/hail deductible (1.5% of\ndwelling, capped) rather than the current percentage math. Not re-bindable.\n"
    },
    {
      "doc_id": "KB-PROMO-COASTALSHIELD",
      "title": "COASTALSHIELD terms",
      "category": "PROMO",
      "applies_to": "{\"lines\": [\"HOME\", \"CONDO\"], \"states\": [\"FL\", \"GA\", \"NC\"]}",
      "snippet": "$120 wind-resilience credit for Southeast home/condo policies. Cap $120; min premium $600."
    }
  ]
}
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 policy_id, line, tier_id, status, final_premium_cents FROM policies WH…)
{
  "sql": "SELECT policy_id, line, tier_id, status, final_premium_cents FROM policies WHERE cust_id = 'CUST-loyalty-oldgrowth'"
}
{
  "rows": [
    {
      "policy_id": "POL-loyalty-oldgrowth-p_auto",
      "line": "AUTO",
      "tier_id": "AUTO:EVERGREEN",
      "status": "ACTIVE",
      "final_premium_cents": 89796
    },
    {
      "policy_id": "POL-loyalty-oldgrowth-p_pet",
      "line": "PET",
      "tier_id": "PET:EVERGREEN",
      "status": "ACTIVE",
      "final_premium_cents": 56117
    }
  ],
  "row_count": 2,
  "truncated": false
}

Thanks for your patience, Harold. Here's what I found:

Your current balance: 7,000 points (a little under the 8,000 you had in mind).

For the record, here's how it breaks down:

  • 2018 legacy earn: +1,500 (non-expiring)
  • 2023 premium earn: +5,200 (expires 2025‑07‑01)
  • 2024 bundle bonus: +2,100 (expires 2026‑03‑15)
  • 2024 deductible redemption: −1,800
  • Net: 7,000 points

Now, on redeeming toward a deductible credit — there are a couple of rules I have to work within:

  • Points convert at 100 points = $1, in 100‑point increments.
  • Redemptions are capped at 2,000 points per customer per calendar year. Your last redemption was in November 2024, so that doesn't count against this year — you have your full 2,000‑point cap available for 2025.
  • The credit applies to one named active policy.

So the most I can redeem for you right now is 2,000 points → a $20 deductible credit on one policy. You have two active policies I can apply it to:

  • Auto (POL‑…‑p_auto)
  • Pet (POL‑…‑p_pet)

One heads-up: your 5,200-point block expires on 2025‑07‑01 (about a month away), and I'm not able to re-post points to dodge an expiry date. So redeeming before then is a good idea if you'd like to use some of those.

Would you like me to redeem the full 2,000 points ($20 credit), and if so, which policy should I apply it to?

53k in · 2,055 out · $0.10 · 32.5s
Customer

Got it — thanks for laying that out. So I've actually got 7,000, not 8,000. That makes sense; my memory wasn't quite right. I appreciate the breakdown. Let me think about this for a second though — I didn't realize there was a yearly cap, and with some of those points expiring soon, I want to make sure I'm doing this right. Can I take a day or two to figure out my strategy and come back?

Agent

Absolutely, Harold — no pressure at all. Take the time you need to think it through.

Just so it's on your radar as you plan: the 2,000‑point ($20) redemption cap resets each calendar year, and that 5,200‑point block expires 2025‑07‑01. Since points have no cash value and I can't re-post them to reset an expiry, anything from that block you don't use by then would simply lapse.

When you're ready, just come back, verify your identity again, and I'll take care of the redemption. Is there anything else I can help you with today?

13k in · 195 out · $0.02 · 4.4s
Customer

No, that's all I need. Thanks for checking my balance and walking me through how this works — I really appreciate it. I'll reach out once I've figured out what makes the most sense for me.

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

Take care, Harold — thanks for being a valued PEICO customer!

28k in · 100 out · $0.02 · 3.7s