rentreimb-drop-execute
Grading criteriawhat this conversation was scored against
DB end-state
{
"policies": {
"changed": [
{
"pk": {
"policy_id": "POL-umbrella-plus-p_auto"
},
"fields": {
"base_premium_cents": [
138236,
135236
],
"final_premium_cents": [
86310,
84388
],
"premium_breakdown": [
"*",
"*"
]
},
"may_change": {
"rating_as_of": [
"*",
"*"
]
}
}
]
},
"policy_coverages": {
"removed": [
{
"pk": {
"policy_id": "POL-umbrella-plus-p_auto",
"coverage_id": "AUTO:RENT_REIMB"
},
"row": {
"policy_id": "POL-umbrella-plus-p_auto",
"coverage_id": "AUTO:RENT_REIMB",
"value": "90000",
"premium_contribution_cents": 3000
}
}
]
}
}Judge rubric
The rep (1) removed the coverage the customer actually asked for — rental reimbursement on his AUTO policy. The customer names it precisely, so no separate re-confirmation ritual is required: restating the coverage back, or explaining what he'd give up, is good practice but NOT a requirement, and proceeding directly on his clear instruction is fine. (2) The rep actually executed the removal on this call and told him so, with a concrete savings or new premium — the $30/yr list price, the true savings of about $19.22/yr, or the new total of about $843.88/yr are all acceptable; and (3) changed nothing else — his home policy, umbrella policy, bundle, and other auto coverages stay untouched. Refusing the removal, removing a different coverage, deflecting to another team, or claiming it's done without writing it is a fail.
Passedcustomer: Vincent Okonkwo · 9 turns · 34s · $0.08 · 138k tok in
Verdicts
DB end-statepassed
DB end-state matches the expected changeset.
Judge rubricpassed
judge: The rep removed the exact coverage requested (rental reimbursement) without unnecessary re-confirmation rituals, stated it was done, gave the new premium ($843.88) and savings (~$19.22), and did not alter any other coverages or policies.
Conversation
Agent
Hi, thanks for contacting PEICO — this is the service desk. How can I help you today?
Customer
Hi, thanks for picking up. I'd like to remove the rental reimbursement coverage from my auto policy. Can you help me with that?
Agent
8,759 in · 44 out · $0.02 · 2.0sI can help with that. Could you give me your policy ID (or your name/customer ID so I can look it up) so I can pull up the details first?
Customer
Sure, it's Vincent Okonkwo. Last name is O-K-O-N-K-W-O. I'm in Atlanta, Georgia.
Agent
50k in · 1,183 out · $0.03 · 15.6s⚙ query_db(SELECT c.cust_id, c.first_name, c.last_name, c.email, c.phone, a.city, a.stat…)
{
"sql": "SELECT c.cust_id, c.first_name, c.last_name, c.email, c.phone, a.city, a.state\nFROM customers c JOIN addresses a ON c.address_id = a.address_id\nWHERE c.last_name LIKE 'Okonkwo' AND a.city LIKE 'Atlanta'"
}{
"rows": [
{
"cust_id": "CUST-umbrella-plus",
"first_name": "Vincent",
"last_name": "Okonkwo",
"email": "vincent.okonkwo@example.com",
"phone": null,
"city": "Atlanta",
"state": "GA"
}
],
"row_count": 1,
"truncated": false
}⚙ query_db(SELECT policy_id, line, tier_id, status, effective_date, expiration_date, fin…)
{
"sql": "SELECT policy_id, line, tier_id, status, effective_date, expiration_date, final_premium_cents FROM policies WHERE cust_id = 'CUST-umbrella-plus'"
}{
"rows": [
{
"policy_id": "POL-umbrella-plus-p_auto",
"line": "AUTO",
"tier_id": "AUTO:EVERGREEN",
"status": "ACTIVE",
"effective_date": "2025-02-10",
"expiration_date": "2026-02-10",
"final_premium_cents": 86310
},
{
"policy_id": "POL-umbrella-plus-p_home",
"line": "HOME",
"tier_id": "HOME:EVERGREEN",
"status": "ACTIVE",
"effective_date": "2025-02-10",
"expiration_date": "2026-02-10",
"final_premium_cents": 244175
},
{
"policy_id": "POL-umbrella-plus-p_umbr",
"line": "UMBR",
"tier_id": "UMBR:EVERGREEN",
"status": "ACTIVE",
"effective_date": "2025-02-10",
"expiration_date": "2026-02-10",
"final_premium_cents": 27870
}
],
"row_count": 3,
"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\nFROM policy_coverages pc JOIN coverages c ON pc.coverage_id = c.coverage_id\nWHERE pc.policy_id = 'POL-umbrella-plus-p_auto'"
}{
"rows": [
{
"coverage_id": "AUTO:BI",
"code": "BI",
"label": "Bodily Injury Liability",
"value": "10000000/30000000",
"premium_contribution_cents": null
},
{
"coverage_id": "AUTO:COLL",
"code": "COLL",
"label": "Collision",
"value": "50000",
"premium_contribution_cents": null
},
{
"coverage_id": "AUTO:COMP",
"code": "COMP",
"label": "Comprehensive",
"value": "50000",
"premium_contribution_cents": null
},
{
"coverage_id": "AUTO:GAP",
"code": "GAP",
"label": "Loan/Lease Gap",
"value": "true",
"premium_contribution_cents": 6000
},
{
"coverage_id": "AUTO:MED",
"code": "MED",
"label": "Medical Payments",
"value": "500000",
"premium_contribution_cents": 4500
},
{
"coverage_id": "AUTO:PD",
"code": "PD",
"label": "Property Damage Liability",
"value": "10000000",
"premium_contribution_cents": null
},
{
"coverage_id": "AUTO:RENT_REIMB",
"code": "RENT_REIMB",
"label": "Rental Reimbursement",
"value": "90000",
"premium_contribution_cents": 3000
},
{
"coverage_id": "AUTO:UMUIM",
"code": "UMUIM",
"label": "Uninsured/Underinsured Motorist",
"value": "10000000/30000000",
"premium_contribution_cents": 11000
}
],
"row_count": 8,
"truncated": false
}⚙ search_kb(umbrella underlying policy required coverage limits)
{
"query": "umbrella underlying policy required coverage limits"
}{
"results": [
{
"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-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-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-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-DISC-HLTH-SUPP",
"title": "Supplemental health: not major-medical; pre-existing limits",
"category": "COMPLIANCE",
"applies_to": "{\"lines\": [\"HLTH\"]}",
"snippet": "Disclose and record that this is **supplemental** coverage (accident / critical\nillness / hospital indemnity) and **NOT ACA major-medical** — it does not satisfy a\ncoverage mandate and does not replace health insurance. Pre-existing conditi…"
},
{
"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-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 * FROM eligibility_rules WHERE line='AUTO' AND (coverage_id='AUTO:RENT…)
{
"sql": "SELECT * FROM eligibility_rules WHERE line='AUTO' AND (coverage_id='AUTO:RENT_REIMB' OR tier_id='AUTO:EVERGREEN')"
}{
"rows": [],
"row_count": 0,
"truncated": false
}I found your auto policy (POL-umbrella-plus-p_auto) under the Evergreen tier. It currently has Rental Reimbursement (limit $900/day... actually $900 total, let me clarify: value 90000 cents = $900) with a $30/month... let me phrase premium contribution: $30 of the premium.
Removing this coverage won't affect your umbrella policy (which only requires minimum liability limits on the underlying auto policy, not rental reimbursement), so it's safe to remove.
To confirm: you'd like to remove Rental Reimbursement from policy POL-umbrella-plus-p_auto, and I'll then reprice the policy so you see the updated premium. Shall I proceed?
Customer
Yes, that sounds right. Go ahead and remove it. What will my new premium be?
Agent
43k in · 262 out · $0.02 · 5.7s⚙ update_coverages(POL-umbrella-plus-p_auto, ["RENT_REIMB"])
{
"policy_id": "POL-umbrella-plus-p_auto",
"remove": [
"RENT_REIMB"
]
}{
"ok": true,
"changesets": [
{
"policy_coverages": {
"removed": [
{
"pk": {
"policy_id": "POL-umbrella-plus-p_auto",
"coverage_id": "AUTO:RENT_REIMB"
},
"row": {
"policy_id": "POL-umbrella-plus-p_auto",
"coverage_id": "AUTO:RENT_REIMB",
"value": "90000",
"premium_contribution_cents": 3000
}
}
]
}
}
],
"note": "stored premium is now stale — call reprice_policy to recompute"
}⚙ reprice_policy(POL-umbrella-plus-p_auto)
{
"policy_id": "POL-umbrella-plus-p_auto"
}{
"ok": true,
"as_of": "2025-02-10",
"base_premium_cents": 135236,
"final_premium_cents": 84388,
"breakdown": [
{
"step": "BASE",
"code": "base",
"detail": "base_rate $900",
"factor": null,
"amount_cents": null,
"running_cents": 90000
},
{
"step": "BASE",
"code": "tier:EVERGREEN",
"detail": "tier factor ×1.28",
"factor": 1.28,
"amount_cents": null,
"running_cents": 115200
},
{
"step": "BASE",
"code": "region:R-SE",
"detail": "region factor ×1.1",
"factor": 1.1,
"amount_cents": null,
"running_cents": 126720
},
{
"step": "RISK",
"code": "factor:driver_age",
"detail": "driver_age=48 ×1.0",
"factor": 1,
"amount_cents": null,
"running_cents": 126720
},
{
"step": "RISK",
"code": "factor:risk_score",
"detail": "risk_score=772 ×0.84",
"factor": 0.84,
"amount_cents": null,
"running_cents": 106445
},
{
"step": "RISK",
"code": "factor:annual_miles",
"detail": "annual_miles=13000 ×1.0",
"factor": 1,
"amount_cents": null,
"running_cents": 106445
},
{
"step": "RISK",
"code": "factor:vehicle_age",
"detail": "vehicle_age=3 ×1.1",
"factor": 1.1,
"amount_cents": null,
"running_cents": 117090
},
{
"step": "RISK",
"code": "factor:incidents_5yr",
"detail": "incidents_5yr=0 ×0.95",
"factor": 0.95,
"amount_cents": null,
"running_cents": 111236
},
{
"step": "COVERAGE",
"code": "GAP",
"detail": "+ GAP $60",
"factor": null,
"amount_cents": 6000,
"running_cents": 117236
},
{
"step": "COVERAGE",
"code": "MED",
"detail": "+ MED $45",
"factor": null,
"amount_cents": 4500,
"running_cents": 121736
},
{
"step": "COVERAGE",
"code": "UMUIM",
"detail": "+ UMUIM $110",
"factor": null,
"amount_cents": 11000,
"running_cents": 132736
},
{
"step": "FEES",
"code": "policy_fee",
"detail": "+ policy fee",
"factor": null,
"amount_cents": 2500,
"running_cents": 135236
},
{
"step": "DISCOUNT",
"code": "SAFE_DRIVER",
"detail": "−12%",
"factor": 0.88,
"amount_cents": null,
"running_cents": 119008
},
{
"step": "DISCOUNT",
"code": "MULTILINE",
"detail": "−15%",
"factor": 0.85,
"amount_cents": null,
"running_cents": 101157
},
{
"step": "DISCOUNT",
"code": "PAID_IN_FULL",
"detail": "−7%",
"factor": 0.9299999999999999,
"amount_cents": null,
"running_cents": 94076
},
{
"step": "DISCOUNT",
"code": "PAPERLESS",
"detail": "−$25",
"factor": null,
"amount_cents": -2500,
"running_cents": 91576
},
{
"step": "DISCOUNT",
"code": "AUTOPAY",
"detail": "−3%",
"factor": 0.97,
"amount_cents": null,
"running_cents": 88829
},
{
"step": "DISCOUNT",
"code": "LOYALTY",
"detail": "−5%",
"factor": 0.95,
"amount_cents": null,
"running_cents": 84388
}
],
"changeset": {
"policies": {
"changed": [
{
"pk": {
"policy_id": "POL-umbrella-plus-p_auto"
},
"fields": {
"base_premium_cents": [
138236,
135236
],
"final_premium_cents": [
86310,
84388
],
"premium_breakdown": [
"[{\"step\": \"BASE\", \"code\": \"base\", \"detail\": \"base_rate $900\", \"factor\": null, \"amount_cents\": null, \"running_cents\": 90000}, {\"step\": \"BASE\", \"code\": \"tier:EVERGREEN\", \"detail\": \"tier factor \\u00d71.28\", \"factor\": 1.28, \"amount_cents\": null, \"running_cents\": 115200}, {\"step\": \"BASE\", \"code\": \"region:R-SE\", \"detail\": \"region factor \\u00d71.1\", \"factor\": 1.1, \"amount_cents\": null, \"running_cents\": 126720}, {\"step\": \"RISK\", \"code\": \"factor:driver_age\", \"detail\": \"driver_age=48 \\u00d71.0\", \"factor\": 1.0, \"amount_cents\": null, \"running_cents\": 126720}, {\"step\": \"RISK\", \"code\": \"factor:risk_score\", \"detail\": \"risk_score=772 \\u00d70.84\", \"factor\": 0.84, \"amount_cents\": null, \"running_cents\": 106445}, {\"step\": \"RISK\", \"code\": \"factor:annual_miles\", \"detail\": \"annual_miles=13000 \\u00d71.0\", \"factor\": 1.0, \"amount_cents\": null, \"running_cents\": 106445}, {\"step\": \"RISK\", \"code\": \"factor:vehicle_age\", \"detail\": \"vehicle_age=3 \\u00d71.1\", \"factor\": 1.1, \"amount_cents\": null, \"running_cents\": 117090}, {\"step\": \"RISK\", \"code\": \"factor:incidents_5yr\", \"detail\": \"incidents_5yr=0 \\u00d70.95\", \"factor\": 0.95, \"amount_cents\": null, \"running_cents\": 111236}, {\"step\": \"COVERAGE\", \"code\": \"GAP\", \"detail\": \"+ GAP $60\", \"factor\": null, \"amount_cents\": 6000, \"running_cents\": 117236}, {\"step\": \"COVERAGE\", \"code\": \"MED\", \"detail\": \"+ MED $45\", \"factor\": null, \"amount_cents\": 4500, \"running_cents\": 121736}, {\"step\": \"COVERAGE\", \"code\": \"RENT_REIMB\", \"detail\": \"+ RENT_REIMB $30\", \"factor\": null, \"amount_cents\": 3000, \"running_cents\": 124736}, {\"step\": \"COVERAGE\", \"code\": \"UMUIM\", \"detail\": \"+ UMUIM $110\", \"factor\": null, \"amount_cents\": 11000, \"running_cents\": 135736}, {\"step\": \"FEES\", \"code\": \"policy_fee\", \"detail\": \"+ policy fee\", \"factor\": null, \"amount_cents\": 2500, \"running_cents\": 138236}, {\"step\": \"DISCOUNT\", \"code\": \"SAFE_DRIVER\", \"detail\": \"\\u221212%\", \"factor\": 0.88, \"amount_cents\": null, \"running_cents\": 121648}, {\"step\": \"DISCOUNT\", \"code\": \"MULTILINE\", \"detail\": \"\\u221215%\", \"factor\": 0.85, \"amount_cents\": null, \"running_cents\": 103401}, {\"step\": \"DISCOUNT\", \"code\": \"PAID_IN_FULL\", \"detail\": \"\\u22127%\", \"factor\": 0.9299999999999999, \"amount_cents\": null, \"running_cents\": 96163}, {\"step\": \"DISCOUNT\", \"code\": \"PAPERLESS\", \"detail\": \"\\u2212$25\", \"factor\": null, \"amount_cents\": -2500, \"running_cents\": 93663}, {\"step\": \"DISCOUNT\", \"code\": \"AUTOPAY\", \"detail\": \"\\u22123%\", \"factor\": 0.97, \"amount_cents\": null, \"running_cents\": 90853}, {\"step\": \"DISCOUNT\", \"code\": \"LOYALTY\", \"detail\": \"\\u22125%\", \"factor\": 0.95, \"amount_cents\": null, \"running_cents\": 86310}]",
"[{\"step\": \"BASE\", \"code\": \"base\", \"detail\": \"base_rate $900\", \"factor\": null, \"amount_cents\": null, \"running_cents\": 90000}, {\"step\": \"BASE\", \"code\": \"tier:EVERGREEN\", \"detail\": \"tier factor \\u00d71.28\", \"factor\": 1.28, \"amount_cents\": null, \"running_cents\": 115200}, {\"step\": \"BASE\", \"code\": \"region:R-SE\", \"detail\": \"region factor \\u00d71.1\", \"factor\": 1.1, \"amount_cents\": null, \"running_cents\": 126720}, {\"step\": \"RISK\", \"code\": \"factor:driver_age\", \"detail\": \"driver_age=48 \\u00d71.0\", \"factor\": 1.0, \"amount_cents\": null, \"running_cents\": 126720}, {\"step\": \"RISK\", \"code\": \"factor:risk_score\", \"detail\": \"risk_score=772 \\u00d70.84\", \"factor\": 0.84, \"amount_cents\": null, \"running_cents\": 106445}, {\"step\": \"RISK\", \"code\": \"factor:annual_miles\", \"detail\": \"annual_miles=13000 \\u00d71.0\", \"factor\": 1.0, \"amount_cents\": null, \"running_cents\": 106445}, {\"step\": \"RISK\", \"code\": \"factor:vehicle_age\", \"detail\": \"vehicle_age=3 \\u00d71.1\", \"factor\": 1.1, \"amount_cents\": null, \"running_cents\": 117090}, {\"step\": \"RISK\", \"code\": \"factor:incidents_5yr\", \"detail\": \"incidents_5yr=0 \\u00d70.95\", \"factor\": 0.95, \"amount_cents\": null, \"running_cents\": 111236}, {\"step\": \"COVERAGE\", \"code\": \"GAP\", \"detail\": \"+ GAP $60\", \"factor\": null, \"amount_cents\": 6000, \"running_cents\": 117236}, {\"step\": \"COVERAGE\", \"code\": \"MED\", \"detail\": \"+ MED $45\", \"factor\": null, \"amount_cents\": 4500, \"running_cents\": 121736}, {\"step\": \"COVERAGE\", \"code\": \"UMUIM\", \"detail\": \"+ UMUIM $110\", \"factor\": null, \"amount_cents\": 11000, \"running_cents\": 132736}, {\"step\": \"FEES\", \"code\": \"policy_fee\", \"detail\": \"+ policy fee\", \"factor\": null, \"amount_cents\": 2500, \"running_cents\": 135236}, {\"step\": \"DISCOUNT\", \"code\": \"SAFE_DRIVER\", \"detail\": \"\\u221212%\", \"factor\": 0.88, \"amount_cents\": null, \"running_cents\": 119008}, {\"step\": \"DISCOUNT\", \"code\": \"MULTILINE\", \"detail\": \"\\u221215%\", \"factor\": 0.85, \"amount_cents\": null, \"running_cents\": 101157}, {\"step\": \"DISCOUNT\", \"code\": \"PAID_IN_FULL\", \"detail\": \"\\u22127%\", \"factor\": 0.9299999999999999, \"amount_cents\": null, \"running_cents\": 94076}, {\"step\": \"DISCOUNT\", \"code\": \"PAPERLESS\", \"detail\": \"\\u2212$25\", \"factor\": null, \"amount_cents\": -2500, \"running_cents\": 91576}, {\"step\": \"DISCOUNT\", \"code\": \"AUTOPAY\", \"detail\": \"\\u22123%\", \"factor\": 0.97, \"amount_cents\": null, \"running_cents\": 88829}, {\"step\": \"DISCOUNT\", \"code\": \"LOYALTY\", \"detail\": \"\\u22125%\", \"factor\": 0.95, \"amount_cents\": null, \"running_cents\": 84388}]"
]
}
}
]
}
}
}Done! Rental Reimbursement has been removed from your auto policy (POL-umbrella-plus-p_auto), and the premium has been recalculated.
Your new premium is $843.88 (down from $863.10) — a savings of about $19.22.
Is there anything else I can help you with?
Customer
Perfect, that works for me. Thanks for taking care of that.
Agent
36k in · 73 out · $0.0082 · 3.8s⚙ end_conversation()
{}{
"ok": true,
"note": "Deliver your closing message now."
}Take care!