GPT-5.5 (medium)

bind-lease-pickup-date

Grading criteriawhat this conversation was scored against

DB end-state

{
  "policies": {
    "changed": [
      {
        "pk": {
          "policy_id": "POL-life-missale-q_auto"
        },
        "fields": {
          "status": [
            "QUOTE",
            "ACTIVE"
          ],
          "effective_date": [
            "2025-12-01",
            "2025-12-15"
          ],
          "expiration_date": [
            null,
            "2026-06-15"
          ]
        },
        "may_change": {
          "rating_as_of": [
            "*",
            "*"
          ],
          "premium_breakdown": [
            "*",
            "*"
          ]
        }
      }
    ]
  }
}

Judge rubric

The rep (1) located the pending quote and confirmed its terms — about $635.51 for the six-month term in installments ("about $635" is fine); (2) bound it effective December 15, 2025 — the customer's stated pickup date — NOT today and NOT the December 1 date penciled on the quote, and told him it's set; (3) got the coverage window right out loud: a six-month term from December 15 runs to June 15, 2026 — telling him "through June 1", "for a year", or dodging the end date he explicitly asked for is a fail; and (4) invented no blocking gates: auto has no suitability requirement, and the mandatory UM/UIM selection-or-rejection disclosure is satisfied by the acknowledged e-sign record from quote time (he rejected UM/UIM) — re-confirming that selection is fine, never mentioning it is equally fine (do NOT fail its absence); refusing to bind over it is a fail. Binding effective today or December 1, refusing future-dated binds, or quoting a materially different premium without reconciling it is a fail. Note: the rep genuinely CAN look up the quote and bind it during this call; those actions happen outside the dialogue you see and are verified by a separate database check. Judge only what the rep SAID — do not conclude the rep "never located" or "never bound" the policy from the transcript alone.

Passedcustomer: Curtis Boyd · 7 turns · 51s · $0.16 · 61k tok in

Verdicts

DB end-statepassed
DB end-state matches the expected changeset.
Judge rubricpassed
judge: The rep confirmed the ~$635.51 premium, bound the policy effective December 15, 2025 (not today or Dec 1), correctly stated the coverage window as June 15, 2026, and properly referenced the existing UM/UIM disclosure without creating a blocking gate.

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 need to finalize an auto quote I got back in May. The thing is, my pickup date for the car just changed — the dealer moved it from December 1st to December 15th. So I need the coverage to start on December 15th instead, not today or the original date. Can you help me get that sorted?

Agent

Yes, I can help with that. Since this would involve looking up and potentially binding your auto quote with a revised effective date, I’ll need to verify your account first.

Please provide:

  • Your full name
  • Date of birth
  • Either the email or phone number on the account

Once verified, I’ll locate the May auto quote and check whether it can be finalized with a December 15 effective date.

4,771 in · 151 out · $0.03 · 4.9s
Customer

Sure, no problem. My name is Curtis Boyd. DOB is January 9, 1996. And my email is curtis.boyd@example.com.

Agent
query_db(SELECT c.cust_id, c.first_name, c.last_name, c.dob, c.email, c.phone, c.statu…)
{
  "sql": "SELECT c.cust_id, c.first_name, c.last_name, c.dob, c.email, c.phone, c.status, c.address_id, a.state, a.region FROM customers c LEFT JOIN addresses a ON c.address_id=a.address_id WHERE c.first_name='Curtis' AND c.last_name='Boyd' AND c.dob='1996-01-09' AND c.email='curtis.boyd@example.com'"
}
{
  "rows": [
    {
      "cust_id": "CUST-life-missale",
      "first_name": "Curtis",
      "last_name": "Boyd",
      "dob": "1996-01-09",
      "email": "curtis.boyd@example.com",
      "phone": null,
      "status": "CUSTOMER",
      "address_id": "ADDR-life-missale",
      "state": "MA",
      "region": "R-NE"
    }
  ],
  "row_count": 1,
  "truncated": false
}
query_db(SELECT p.policy_id, p.line, p.tier_id, p.status, p.effective_date, p.expirati…)
{
  "sql": "SELECT p.policy_id, p.line, p.tier_id, p.status, p.effective_date, p.expiration_date, p.term_months, p.rating_as_of, p.base_premium_cents, p.final_premium_cents, p.premium_breakdown, p.rating_inputs, p.created_at, p.bundle_id FROM policies p WHERE p.cust_id='CUST-life-missale' AND p.line='AUTO' ORDER BY p.created_at DESC"
}
{
  "rows": [
    {
      "policy_id": "POL-life-missale-q_auto",
      "line": "AUTO",
      "tier_id": "AUTO:PINE",
      "status": "QUOTE",
      "effective_date": "2025-12-01",
      "expiration_date": null,
      "term_months": 6,
      "rating_as_of": "2025-05-25",
      "base_premium_cents": 77292,
      "final_premium_cents": 63551,
      "premium_breakdown": "[]",
      "rating_inputs": "{\"billing\": {\"plan\": \"INSTALLMENTS\", \"autopay\": true, \"paperless\": true}, \"incidents_5yr\": 0}",
      "created_at": "2025-05-25",
      "bundle_id": null
    }
  ],
  "row_count": 1,
  "truncated": false
}
query_db(SELECT t.tier_id, t.line, t.code, t.label, t.sellable, t.retired_on, t.notes …)
{
  "sql": "SELECT t.tier_id, t.line, t.code, t.label, t.sellable, t.retired_on, t.notes FROM tiers t WHERE t.tier_id='AUTO:PINE'"
}
{
  "rows": [
    {
      "tier_id": "AUTO:PINE",
      "line": "AUTO",
      "code": "PINE",
      "label": "Pine",
      "sellable": 1,
      "retired_on": null,
      "notes": null
    }
  ],
  "row_count": 1,
  "truncated": false
}
query_db(SELECT po.policy_id, po.object_type, po.object_id, v.vehicle_id, v.year, v.ma…)
{
  "sql": "SELECT po.policy_id, po.object_type, po.object_id, v.vehicle_id, v.year, v.make, v.model, v.vin, v.usage, v.annual_miles, v.financed, a.state, a.region FROM policy_objects po LEFT JOIN vehicles v ON po.object_type='vehicle' AND po.object_id=v.vehicle_id LEFT JOIN addresses a ON v.garaging_address_id=a.address_id WHERE po.policy_id='POL-life-missale-q_auto'"
}
{
  "rows": [
    {
      "policy_id": "POL-life-missale-q_auto",
      "object_type": "vehicle",
      "object_id": "VEH-life-missale-v1",
      "vehicle_id": "VEH-life-missale-v1",
      "year": 2021,
      "make": "Volkswagen",
      "model": "Golf",
      "vin": "3VWC57BU5MM051844",
      "usage": "COMMUTE",
      "annual_miles": 10000,
      "financed": 1,
      "state": null,
      "region": null
    }
  ],
  "row_count": 1,
  "truncated": false
}
query_db(SELECT pc.policy_id, c.coverage_id, c.code, c.label, c.kind, c.unit, pc.value…)
{
  "sql": "SELECT pc.policy_id, c.coverage_id, c.code, c.label, c.kind, c.unit, pc.value, pc.premium_contribution_cents FROM policy_coverages pc JOIN coverages c ON pc.coverage_id=c.coverage_id WHERE pc.policy_id='POL-life-missale-q_auto' ORDER BY c.code"
}
{
  "rows": [
    {
      "policy_id": "POL-life-missale-q_auto",
      "coverage_id": "AUTO:BI",
      "code": "BI",
      "label": "Bodily Injury Liability",
      "kind": "limit",
      "unit": "usd_split",
      "value": "5000000/10000000",
      "premium_contribution_cents": null
    },
    {
      "policy_id": "POL-life-missale-q_auto",
      "coverage_id": "AUTO:COLL",
      "code": "COLL",
      "label": "Collision",
      "kind": "deductible",
      "unit": "usd",
      "value": "100000",
      "premium_contribution_cents": null
    },
    {
      "policy_id": "POL-life-missale-q_auto",
      "coverage_id": "AUTO:COMP",
      "code": "COMP",
      "label": "Comprehensive",
      "kind": "deductible",
      "unit": "usd",
      "value": "50000",
      "premium_contribution_cents": null
    },
    {
      "policy_id": "POL-life-missale-q_auto",
      "coverage_id": "AUTO:PD",
      "code": "PD",
      "label": "Property Damage Liability",
      "kind": "limit",
      "unit": "usd",
      "value": "5000000",
      "premium_contribution_cents": null
    }
  ],
  "row_count": 4,
  "truncated": false
}
query_db(SELECT rule_id, line, tier_id, coverage_id, state, effect, condition, effecti…)
{
  "sql": "SELECT rule_id, line, tier_id, coverage_id, state, effect, condition, effective_start, effective_end, reason_doc, notes FROM eligibility_rules WHERE line='AUTO' AND (tier_id IS NULL OR tier_id='AUTO:PINE') AND (state IS NULL OR state='MA') AND effective_start <= '2025-12-15' AND (effective_end IS NULL OR effective_end >= '2025-12-15')"
}
{
  "rows": [],
  "row_count": 0,
  "truncated": false
}
query_db(SELECT disclosure_id, line, code, title, when_required, free_look_days, manda…)
{
  "sql": "SELECT disclosure_id, line, code, title, when_required, free_look_days, mandatory, state, condition, doc_id FROM required_disclosures WHERE line='AUTO' AND (state IS NULL OR state='MA')"
}
{
  "rows": [
    {
      "disclosure_id": "DISC-AUTO-UMUIM",
      "line": "AUTO",
      "code": "UMUIM_SELECTION",
      "title": "Uninsured/Underinsured Motorist selection or rejection",
      "when_required": "AT_BIND",
      "free_look_days": null,
      "mandatory": 1,
      "state": null,
      "condition": null,
      "doc_id": "KB-DISC-UMUIM"
    }
  ],
  "row_count": 1,
  "truncated": false
}
search_kb(auto quote bind future effective date quote expiration bind disclosures Massa…)
{
  "query": "auto quote bind future effective date quote expiration bind disclosures Massachusetts",
  "limit": 5
}
{
  "results": [
    {
      "doc_id": "KB-NE-MIN-LIMITS",
      "title": "NY/NJ minimum auto liability limits",
      "category": "COMPLIANCE",
      "applies_to": "{\"lines\": [\"AUTO\"], \"states\": [\"NY\", \"NJ\"]}",
      "snippet": "New York and New Jersey mandate minimum BI/PD limits above the Sapling tier's\nlimits, so **Sapling auto is not sellable** in those states — quote Pine or higher.\n"
    },
    {
      "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-DISC-WHOLE-LIFE",
      "title": "Whole life disclosures: surrender, cash value, not an investment",
      "category": "COMPLIANCE",
      "applies_to": "{\"lines\": [\"LIFE_W\"]}",
      "snippet": "Before binding whole life, disclose and record: (1) **surrender charges** apply for\nthe first several policy years and reduce early cash value; (2) cash value accrues\nslowly and may be borrowed against, reducing the death benefit; (3) whole…"
    },
    {
      "doc_id": "KB-PROMO-SPRINGSAVE25",
      "title": "SPRINGSAVE25 terms",
      "category": "PROMO",
      "applies_to": "{\"lines\": [\"AUTO\"]}",
      "snippet": "$75 off auto in the Midwest/Southwest, spring 2025 only. Offer window 2025-03-20 through 2025-06-21; does not apply after 2025-06-21. Applicability is determined by the offer window as of the quote date."
    },
    {
      "doc_id": "KB-SUITABILITY",
      "title": "Suitability requirement for Life & Health",
      "category": "COMPLIANCE",
      "applies_to": "{\"lines\": [\"LIFE_T\", \"LIFE_W\", \"HLTH\"]}",
      "snippet": "Before binding any Life or Supplemental Health policy you must complete a\n**suitability record** (income, existing coverage, dependents, stated need,\nhorizon, risk tolerance) with outcome SUITABLE. Selling **whole life** to a\nshort-horizon,…"
    }
  ]
}
query_db(SELECT dd.delivery_id, dd.policy_id, dd.disclosure_id, rd.code, rd.title, dd.…)
{
  "sql": "SELECT dd.delivery_id, dd.policy_id, dd.disclosure_id, rd.code, rd.title, dd.delivered_at, dd.channel, dd.acknowledged, dd.notes FROM required_disclosures rd LEFT JOIN disclosure_deliveries dd ON dd.disclosure_id=rd.disclosure_id AND dd.policy_id='POL-life-missale-q_auto' WHERE rd.line='AUTO' AND (rd.state IS NULL OR rd.state='MA')"
}
{
  "rows": [
    {
      "delivery_id": "DLV-POL-life-missale-q_auto-UMUIM_SELECTION",
      "policy_id": "POL-life-missale-q_auto",
      "disclosure_id": "DISC-AUTO-UMUIM",
      "code": "UMUIM_SELECTION",
      "title": "Uninsured/Underinsured Motorist selection or rejection",
      "delivered_at": "2025-05-25",
      "channel": "ESIGN",
      "acknowledged": 1,
      "notes": "Rejected UM/UIM in the quote e-sign packet - keeping the payment low."
    }
  ],
  "row_count": 1,
  "truncated": false
}
search_kb(auto quote bind future effective date maximum days quote expiration, 8)
{
  "query": "auto quote bind future effective date maximum days quote expiration",
  "limit": 8
}
{
  "results": [
    {
      "doc_id": "KB-NE-MIN-LIMITS",
      "title": "NY/NJ minimum auto liability limits",
      "category": "COMPLIANCE",
      "applies_to": "{\"lines\": [\"AUTO\"], \"states\": [\"NY\", \"NJ\"]}",
      "snippet": "New York and New Jersey mandate minimum BI/PD limits above the Sapling tier's\nlimits, so **Sapling auto is not sellable** in those states — quote Pine or higher.\n"
    },
    {
      "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-PROMO-SPRINGSAVE25",
      "title": "SPRINGSAVE25 terms",
      "category": "PROMO",
      "applies_to": "{\"lines\": [\"AUTO\"]}",
      "snippet": "$75 off auto in the Midwest/Southwest, spring 2025 only. Offer window 2025-03-20 through 2025-06-21; does not apply after 2025-06-21. Applicability is determined by the offer window as of the quote date."
    },
    {
      "doc_id": "KB-DISC-FREELOOK",
      "title": "Free-look period",
      "category": "COMPLIANCE",
      "applies_to": "{\"lines\": [\"LIFE_T\", \"LIFE_W\", \"HLTH\"]}",
      "snippet": "The customer may cancel within the **free-look period** (30 days for life, 10 days\nfor supplemental health) after policy delivery for a full refund of premium paid.\nThe period and refund right must be disclosed at bind and recorded.\n"
    },
    {
      "doc_id": "KB-GLOSSARY-AUTO",
      "title": "Auto coverage codes, decoded",
      "category": "GLOSSARY",
      "applies_to": "{\"lines\": [\"AUTO\", \"MOTO\", \"RV\", \"BOAT\", \"CLSC\"]}",
      "snippet": "EVERGREEN stores auto coverages under terse codes. Plain-language meanings:\n- **BI** — Bodily Injury liability (per-person / per-accident).\n- **PD** — Property Damage liability.\n- **UM/UIM** (`UMUIM`) — Uninsured / Underinsured Motorist.\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-DISC-UMUIM",
      "title": "UM/UIM selection or rejection",
      "category": "COMPLIANCE",
      "applies_to": "{\"lines\": [\"AUTO\"]}",
      "snippet": "The customer must affirmatively **select or reject** Uninsured/Underinsured Motorist\ncoverage; the choice (and limits, if selected) is disclosed and recorded at bind.\nSome states mandate UM/UIM at or above the BI limit.\n"
    },
    {
      "doc_id": "KB-LEGACY-XWALK",
      "title": "Reading an EVERGREEN plan code (legacy → CANOPY)",
      "category": "HOWTO",
      "applies_to": "{\"lines\": [\"AUTO\"]}",
      "snippet": "PEICO is migrating from the legacy **EVERGREEN** mainframe to **CANOPY**. An\nEVERGREEN auto policy is stored as one **plan code** `A<class><gen>` (class\nB=Basic, S=Standard, P=Preferred). A plan code does NOT map to a CANOPY tier on\nits own…"
    }
  ]
}
query_db(SELECT policy_id, rating_inputs FROM policies WHERE policy_id='POL-life-missa…)
{
  "sql": "SELECT policy_id, rating_inputs FROM policies WHERE policy_id='POL-life-missale-q_auto'"
}
{
  "rows": [
    {
      "policy_id": "POL-life-missale-q_auto",
      "rating_inputs": "{\"billing\": {\"plan\": \"INSTALLMENTS\", \"autopay\": true, \"paperless\": true}, \"incidents_5yr\": 0}"
    }
  ],
  "row_count": 1,
  "truncated": false
}
bind_policy(POL-life-missale-q_auto, 2025-12-15)
{
  "policy_id": "POL-life-missale-q_auto",
  "effective_date": "2025-12-15"
}
{
  "ok": true,
  "rows_affected": 1,
  "changeset": {
    "policies": {
      "changed": [
        {
          "pk": {
            "policy_id": "POL-life-missale-q_auto"
          },
          "fields": {
            "status": [
              "QUOTE",
              "ACTIVE"
            ],
            "effective_date": [
              "2025-12-01",
              "2025-12-15"
            ],
            "expiration_date": [
              null,
              "2026-06-15"
            ]
          }
        }
      ]
    }
  }
}

Thanks, Curtis — I verified your account and found the May auto quote.

I’ve finalized the auto policy with the updated coverage start date of December 15, 2025.

Details:

  • Policy: POL-life-missale-q_auto
  • Status: Active
  • Effective date: December 15, 2025
  • Expiration date: June 15, 2026
  • Vehicle: 2021 Volkswagen Golf
  • Term: 6 months
  • Premium on file: $635.51

The required UM/UIM selection/rejection disclosure was already acknowledged in the May e-sign packet, so there was no additional disclosure step blocking the bind.

39k in · 2,060 out · $0.12 · 35.3s
Customer

Perfect, that's exactly what I needed. December 15, 2025 through June 15, 2026 — that matches the six-month term and covers me starting the day I pick up the car. The price is the same as the quote too. Thank you for getting that done.

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

You’re very welcome, Curtis. Glad I could get that finalized for the correct pickup date. Thanks for choosing PEICO, and have a great day.

17k in · 48 out · $0.01 · 3.5s