Claude Opus 4.8 (adaptive, high)

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 · 9 turns · 81s · $0.24 · 174k tok in

Verdicts

DB end-statepassed
DB end-state matches the expected changeset.
Judge rubricpassed
judge: The rep located the quote, confirmed the correct premium ($635.51), bound it effective Dec 15, 2025 with correct end date June 15, 2026, and did not invent any blocking gates (no mention of UM/UIM or suitability issues, which is acceptable per 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. So I got an auto quote from you guys back in late May for my new car — a 2021 VW Golf I'm leasing. The quote was set to start December 1st, but my dealer just pushed the pickup to December 15th. I need to get that quote bound, but with the coverage starting on December 15th instead. Can you help me with that?

Agent

I can help with that. First, I need to verify your identity and pull up the quote. Could you give me your name and either your date of birth or the email/phone on file? And if you have the quote or policy number handy, that'd help too.

8,765 in · 143 out · $0.0090 · 4.6s
Customer

Sure. I'm Curtis Boyd. My email is curtis.boyd@example.com, and my date of birth is January 9, 1996. I don't have the quote number in front of me right now, but you should be able to find it with that info.

Agent
query_db(SELECT cust_id, first_name, last_name, dob, email, phone, status FROM custome…)
{
  "sql": "SELECT cust_id, first_name, last_name, dob, email, phone, status FROM customers WHERE lower(email)='curtis.boyd@example.com' OR (lower(first_name)='curtis' AND lower(last_name)='boyd')"
}
{
  "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"
    }
  ],
  "row_count": 1,
  "truncated": false
}
query_db(SELECT policy_id, line, tier_id, status, effective_date, expiration_date, ter…)
{
  "sql": "SELECT policy_id, line, tier_id, status, effective_date, expiration_date, term_months, base_premium_cents, final_premium_cents, rating_as_of FROM policies WHERE cust_id='CUST-life-missale'"
}
{
  "rows": [
    {
      "policy_id": "POL-life-missale-p_life",
      "line": "LIFE_W",
      "tier_id": "LIFE_W:EVERGREEN",
      "status": "ACTIVE",
      "effective_date": "2025-04-18",
      "expiration_date": "2026-04-18",
      "term_months": 12,
      "base_premium_cents": 101600,
      "final_premium_cents": 99100,
      "rating_as_of": "2025-04-18"
    },
    {
      "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,
      "base_premium_cents": 77292,
      "final_premium_cents": 63551,
      "rating_as_of": "2025-05-25"
    }
  ],
  "row_count": 2,
  "truncated": false
}
query_db(SELECT po.object_type, po.object_id, v.year, v.make, v.model, v.vin, v.usage,…)
{
  "sql": "SELECT po.object_type, po.object_id, v.year, v.make, v.model, v.vin, v.usage, v.annual_miles, v.financed FROM policy_objects po LEFT JOIN vehicles v ON v.vehicle_id=po.object_id WHERE po.policy_id='POL-life-missale-q_auto'"
}
{
  "rows": [
    {
      "object_type": "vehicle",
      "object_id": "VEH-life-missale-v1",
      "year": 2021,
      "make": "Volkswagen",
      "model": "Golf",
      "vin": "3VWC57BU5MM051844",
      "usage": "COMMUTE",
      "annual_miles": 10000,
      "financed": 1
    }
  ],
  "row_count": 1,
  "truncated": false
}
query_db(SELECT pc.coverage_id, c.code, c.label, pc.value, pc.premium_contribution_cen…)
{
  "sql": "SELECT pc.coverage_id, c.code, c.label, pc.value, pc.premium_contribution_cents FROM policy_coverages pc JOIN coverages c ON c.coverage_id=pc.coverage_id WHERE pc.policy_id='POL-life-missale-q_auto'"
}
{
  "rows": [
    {
      "coverage_id": "AUTO:BI",
      "code": "BI",
      "label": "Bodily Injury Liability",
      "value": "5000000/10000000",
      "premium_contribution_cents": null
    },
    {
      "coverage_id": "AUTO:COLL",
      "code": "COLL",
      "label": "Collision",
      "value": "100000",
      "premium_contribution_cents": null
    },
    {
      "coverage_id": "AUTO:COMP",
      "code": "COMP",
      "label": "Comprehensive",
      "value": "50000",
      "premium_contribution_cents": null
    },
    {
      "coverage_id": "AUTO:PD",
      "code": "PD",
      "label": "Property Damage Liability",
      "value": "5000000",
      "premium_contribution_cents": null
    }
  ],
  "row_count": 4,
  "truncated": false
}
search_kb(binding future effective date quote validity auto)
{
  "query": "binding future effective date quote validity auto"
}
{
  "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-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-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…"
    },
    {
      "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-UMBR-UNDERLYING",
      "title": "Umbrella requires an underlying policy",
      "category": "UNDERWRITING",
      "applies_to": "{\"lines\": [\"UMBR\"]}",
      "snippet": "A Personal Umbrella cannot be bound unless the household has an in-force underlying\n**AUTO or HOME** policy meeting minimum liability limits. Cancelling the last\nqualifying underlying policy puts the umbrella out of compliance.\n"
    }
  ]
}
query_db(SELECT policy_id, rating_inputs, premium_breakdown FROM policies WHERE policy…)
{
  "sql": "SELECT policy_id, rating_inputs, premium_breakdown 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}",
      "premium_breakdown": "[]"
    }
  ],
  "row_count": 1,
  "truncated": false
}
price_check(POL-life-missale-q_auto, 2025-05-25)
{
  "policy_id": "POL-life-missale-q_auto",
  "as_of": "2025-05-25"
}
{
  "as_of": "2025-05-25",
  "facts": {
    "line": "AUTO",
    "tier": "PINE",
    "region": "R-NE",
    "state": "MA",
    "term_months": 6,
    "peico_risk": 663,
    "age": 29,
    "billing_plan": "INSTALLMENTS",
    "autopay": true,
    "paperless": true,
    "loyalty_tier": "Seedling",
    "status": "CUSTOMER",
    "has_bundle": false,
    "active_lines": 1,
    "is_new_first_policy": false,
    "promo_code": null,
    "coverages": [],
    "driver_age": 29,
    "annual_miles": 10000,
    "vehicle_age": 4,
    "incidents_5yr": 0,
    "exposure_count": 1
  },
  "base_premium_cents": 77292,
  "final_premium_cents": 63551,
  "breakdown": [
    {
      "step": "BASE",
      "code": "base",
      "detail": "base_rate $900",
      "factor": null,
      "amount_cents": null,
      "running_cents": 90000
    },
    {
      "step": "BASE",
      "code": "tier:PINE",
      "detail": "tier factor ×1.0",
      "factor": 1,
      "amount_cents": null,
      "running_cents": 90000
    },
    {
      "step": "BASE",
      "code": "region:R-NE",
      "detail": "region factor ×1.3",
      "factor": 1.3,
      "amount_cents": null,
      "running_cents": 117000
    },
    {
      "step": "BASE",
      "code": "term",
      "detail": "6mo proration ×0.5",
      "factor": 0.5,
      "amount_cents": null,
      "running_cents": 58500
    },
    {
      "step": "RISK",
      "code": "factor:driver_age",
      "detail": "driver_age=29 ×1.05",
      "factor": 1.05,
      "amount_cents": null,
      "running_cents": 61425
    },
    {
      "step": "RISK",
      "code": "factor:risk_score",
      "detail": "risk_score=663 ×1.22",
      "factor": 1.22,
      "amount_cents": null,
      "running_cents": 74939
    },
    {
      "step": "RISK",
      "code": "factor:annual_miles",
      "detail": "annual_miles=10000 ×1.0",
      "factor": 1,
      "amount_cents": null,
      "running_cents": 74939
    },
    {
      "step": "RISK",
      "code": "factor:vehicle_age",
      "detail": "vehicle_age=4 ×1.0",
      "factor": 1,
      "amount_cents": null,
      "running_cents": 74939
    },
    {
      "step": "RISK",
      "code": "factor:incidents_5yr",
      "detail": "incidents_5yr=0 ×0.95",
      "factor": 0.95,
      "amount_cents": null,
      "running_cents": 71192
    },
    {
      "step": "FEES",
      "code": "policy_fee",
      "detail": "+ policy fee",
      "factor": null,
      "amount_cents": 2500,
      "running_cents": 73692
    },
    {
      "step": "FEES",
      "code": "installment",
      "detail": "+ fractional-pay surcharge",
      "factor": null,
      "amount_cents": 3600,
      "running_cents": 77292
    },
    {
      "step": "DISCOUNT",
      "code": "SAFE_DRIVER",
      "detail": "−12%",
      "factor": 0.88,
      "amount_cents": null,
      "running_cents": 68017
    },
    {
      "step": "DISCOUNT",
      "code": "PAPERLESS",
      "detail": "−$25",
      "factor": null,
      "amount_cents": -2500,
      "running_cents": 65517
    },
    {
      "step": "DISCOUNT",
      "code": "AUTOPAY",
      "detail": "−3%",
      "factor": 0.97,
      "amount_cents": null,
      "running_cents": 63551
    }
  ]
}
price_check(POL-life-missale-q_auto, 2025-12-15)
{
  "policy_id": "POL-life-missale-q_auto",
  "as_of": "2025-12-15"
}
{
  "as_of": "2025-12-15",
  "facts": {
    "line": "AUTO",
    "tier": "PINE",
    "region": "R-NE",
    "state": "MA",
    "term_months": 6,
    "peico_risk": 663,
    "age": 29,
    "billing_plan": "INSTALLMENTS",
    "autopay": true,
    "paperless": true,
    "loyalty_tier": "Seedling",
    "status": "CUSTOMER",
    "has_bundle": false,
    "active_lines": 1,
    "is_new_first_policy": false,
    "promo_code": null,
    "coverages": [],
    "driver_age": 29,
    "annual_miles": 10000,
    "vehicle_age": 4,
    "incidents_5yr": 0,
    "exposure_count": 1
  },
  "base_premium_cents": 77292,
  "final_premium_cents": 63551,
  "breakdown": [
    {
      "step": "BASE",
      "code": "base",
      "detail": "base_rate $900",
      "factor": null,
      "amount_cents": null,
      "running_cents": 90000
    },
    {
      "step": "BASE",
      "code": "tier:PINE",
      "detail": "tier factor ×1.0",
      "factor": 1,
      "amount_cents": null,
      "running_cents": 90000
    },
    {
      "step": "BASE",
      "code": "region:R-NE",
      "detail": "region factor ×1.3",
      "factor": 1.3,
      "amount_cents": null,
      "running_cents": 117000
    },
    {
      "step": "BASE",
      "code": "term",
      "detail": "6mo proration ×0.5",
      "factor": 0.5,
      "amount_cents": null,
      "running_cents": 58500
    },
    {
      "step": "RISK",
      "code": "factor:driver_age",
      "detail": "driver_age=29 ×1.05",
      "factor": 1.05,
      "amount_cents": null,
      "running_cents": 61425
    },
    {
      "step": "RISK",
      "code": "factor:risk_score",
      "detail": "risk_score=663 ×1.22",
      "factor": 1.22,
      "amount_cents": null,
      "running_cents": 74939
    },
    {
      "step": "RISK",
      "code": "factor:annual_miles",
      "detail": "annual_miles=10000 ×1.0",
      "factor": 1,
      "amount_cents": null,
      "running_cents": 74939
    },
    {
      "step": "RISK",
      "code": "factor:vehicle_age",
      "detail": "vehicle_age=4 ×1.0",
      "factor": 1,
      "amount_cents": null,
      "running_cents": 74939
    },
    {
      "step": "RISK",
      "code": "factor:incidents_5yr",
      "detail": "incidents_5yr=0 ×0.95",
      "factor": 0.95,
      "amount_cents": null,
      "running_cents": 71192
    },
    {
      "step": "FEES",
      "code": "policy_fee",
      "detail": "+ policy fee",
      "factor": null,
      "amount_cents": 2500,
      "running_cents": 73692
    },
    {
      "step": "FEES",
      "code": "installment",
      "detail": "+ fractional-pay surcharge",
      "factor": null,
      "amount_cents": 3600,
      "running_cents": 77292
    },
    {
      "step": "DISCOUNT",
      "code": "SAFE_DRIVER",
      "detail": "−12%",
      "factor": 0.88,
      "amount_cents": null,
      "running_cents": 68017
    },
    {
      "step": "DISCOUNT",
      "code": "PAPERLESS",
      "detail": "−$25",
      "factor": null,
      "amount_cents": -2500,
      "running_cents": 65517
    },
    {
      "step": "DISCOUNT",
      "code": "AUTOPAY",
      "detail": "−3%",
      "factor": 0.97,
      "amount_cents": null,
      "running_cents": 63551
    }
  ]
}
search_kb(advance bind future effective date how far ahead policy inception)
{
  "query": "advance bind future effective date how far ahead policy inception"
}
{
  "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-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…"
    },
    {
      "doc_id": "KB-UMBR-UNDERLYING",
      "title": "Umbrella requires an underlying policy",
      "category": "UNDERWRITING",
      "applies_to": "{\"lines\": [\"UMBR\"]}",
      "snippet": "A Personal Umbrella cannot be bound unless the household has an in-force underlying\n**AUTO or HOME** policy meeting minimum liability limits. Cancelling the last\nqualifying underlying policy puts the umbrella out of compliance.\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-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,…"
    },
    {
      "doc_id": "KB-CLAIMS-STATUS",
      "title": "Claim status: FNOL → OPEN → CLOSED, and who may move it",
      "category": "POLICY",
      "applies_to": "{\"lines\": \"ALL\"}",
      "snippet": "**FNOL** = loss reported, not yet accepted for handling. **OPEN** = accepted\nand with an adjuster (the adjuster sets the reserve). **CLOSED** = resolved.\nA service rep may promote FNOL → OPEN once the loss details are confirmed\nwith the cus…"
    },
    {
      "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-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…"
    }
  ]
}

Everything checks out — this is your 2021 VW Golf, PINE tier, MA, and the premium holds at $635.51 for the 6-month term. There's no rate change or eligibility issue with moving the start date, and no promo is attached that we'd lose.

To confirm before I put it in force:

  • Policy: your auto quote (POL-life-missale-q_auto)
  • New effective date: December 15, 2025 (expires June 15, 2026)
  • Premium: $635.51, billed in installments with autopay + paperless

Shall I go ahead and bind it effective December 15?

88k in · 3,436 out · $0.17 · 57.2s
Customer

Yes, that's perfect — December 15, 2025 through June 15, 2026. That's exactly what I need. And just to be clear, the coverage does NOT start today or on December 1st, right? It starts December 15th when I actually pick up the car?

Agent
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"
            ]
          }
        }
      ]
    }
  }
}

Done! Your auto policy is now bound:

  • Status: Active
  • Coverage starts: December 15, 2025 (nothing before then)
  • Coverage ends: June 15, 2026
  • Premium: $635.51 for the 6-month term, on installments with autopay + paperless

Anything else I can help you with, Curtis?

38k in · 281 out · $0.03 · 6.1s
Customer

No, that's it — thank you so much for getting that sorted out. I really appreciate it.

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

Thanks again for choosing PEICO — have a great day!

39k in · 82 out · $0.02 · 4.2s