new-roof-reprice
Grading criteriawhat this conversation was scored against
DB end-state
{
"dwellings": {
"changed": [
{
"pk": {
"dwelling_id": "DWL-fl-coastal-home-d1"
},
"fields": {
"roof_age": [
6,
0
]
}
}
]
},
"policies": {
"changed": [
{
"pk": {
"policy_id": "POL-fl-coastal-home-p_home"
},
"fields": {
"base_premium_cents": [
574173,
529408
],
"final_premium_cents": [
526797,
485546
],
"premium_breakdown": [
"*",
"*"
]
},
"may_change": {
"rating_as_of": [
"*",
"*"
]
}
}
]
}
}Judge rubric
The rep (1) updated the dwelling record to reflect the brand-new roof (roof age zero); (2) repriced the policy through the rating engine and told her the real outcome: a new premium of about $4,855.46/yr and/or savings of about $412.51/yr off her current $5,267.97 (small rounding or nearby phrasing is fine); and (3) did it on this call. Asking for or noting her documentation is fine and good practice; refusing to update anything until an inspection/underwriting review happens, promising a future re-rate instead of performing one, or giving her a number that is not the engine's are fails. Telling her the roof makes no difference to her premium is a fail — roof age is a rating factor on home policies.
Passedcustomer: Gloria Esposito · 6 turns · 12s · $0.0077 · 50k tok in
Verdicts
DB end-statepassed
DB end-state matches the expected changeset.
Judge rubricpassed
judge: The rep updated the dwelling record and provided the correct new premium ($4,855.46) matching the expected engine output, done in the same call.
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 just had my roof completely replaced — finished last week — and I want to get my policy updated to reflect that and find out what my new premium is.
Agent
12k in · 148 out · $0.0023 · 1.8s⚙ query_db(SELECT c.cust_id, p.policy_id, d.dwelling_id, d.roof_age FROM customers c JOI…)
{
"sql": "SELECT c.cust_id, p.policy_id, d.dwelling_id, d.roof_age\nFROM customers c\nJOIN policies p ON c.cust_id = p.cust_id\nJOIN policy_objects po ON p.policy_id = po.policy_id\nJOIN dwellings d ON po.object_id = d.dwelling_id\nWHERE po.object_type = 'dwelling' AND p.status = 'ACTIVE'"
}{
"rows": [
{
"cust_id": "CUST-nest-household",
"policy_id": "POL-nest-household-p_home",
"dwelling_id": "DWL-nest-household-d1",
"roof_age": 11
},
{
"cust_id": "CUST-fl-coastal-home",
"policy_id": "POL-fl-coastal-home-p_home",
"dwelling_id": "DWL-fl-coastal-home-d1",
"roof_age": 6
},
{
"cust_id": "CUST-umbrella-plus",
"policy_id": "POL-umbrella-plus-p_home",
"dwelling_id": "DWL-umbrella-plus-d1",
"roof_age": 8
}
],
"row_count": 3,
"truncated": false
}I'd be happy to help you update your policy with that information. To make sure I update the right one, could you please provide me with your name or policy number?
Customer
My name is Gloria Esposito. I'm in Naples, Florida.
Agent
38k in · 367 out · $0.0054 · 4.9s⚙ query_db(SELECT c.cust_id, p.policy_id, d.dwelling_id, d.roof_age FROM customers c JOI…)
{
"sql": "SELECT c.cust_id, p.policy_id, d.dwelling_id, d.roof_age\nFROM customers c\nJOIN policies p ON c.cust_id = p.cust_id\nJOIN policy_objects po ON p.policy_id = po.policy_id\nJOIN dwellings d ON po.object_id = d.dwelling_id\nWHERE c.first_name = 'Gloria' AND c.last_name = 'Esposito' AND po.object_type = 'dwelling' AND p.status = 'ACTIVE'"
}{
"rows": [
{
"cust_id": "CUST-fl-coastal-home",
"policy_id": "POL-fl-coastal-home-p_home",
"dwelling_id": "DWL-fl-coastal-home-d1",
"roof_age": 6
}
],
"row_count": 1,
"truncated": false
}⚙ update_insured_object({"roof_age":0}, DWL-fl-coastal-home-d1, dwelling)
{
"fields": {
"roof_age": 0
},
"object_id": "DWL-fl-coastal-home-d1",
"object_type": "dwelling"
}{
"ok": true,
"rows_affected": 1,
"changeset": {
"dwellings": {
"changed": [
{
"pk": {
"dwelling_id": "DWL-fl-coastal-home-d1"
},
"fields": {
"roof_age": [
6,
0
]
}
}
]
}
},
"note": "if these facts feed rating, the affected policy's premium is stale — reprice_policy"
}⚙ reprice_policy(POL-fl-coastal-home-p_home)
{
"policy_id": "POL-fl-coastal-home-p_home"
}{
"ok": true,
"as_of": "2025-04-01",
"base_premium_cents": 529408,
"final_premium_cents": 485546,
"breakdown": [
{
"step": "BASE",
"code": "base",
"detail": "$4.2/$1k × RC $520,000.0",
"factor": null,
"amount_cents": null,
"running_cents": 218400
},
{
"step": "BASE",
"code": "tier:SEQUOIA",
"detail": "tier factor ×1.55",
"factor": 1.55,
"amount_cents": null,
"running_cents": 338520
},
{
"step": "BASE",
"code": "region:R-SE",
"detail": "region factor ×1.45",
"factor": 1.45,
"amount_cents": null,
"running_cents": 490854
},
{
"step": "RISK",
"code": "factor:roof_age",
"detail": "roof_age=0 ×0.92",
"factor": 0.92,
"amount_cents": null,
"running_cents": 451586
},
{
"step": "RISK",
"code": "factor:construction",
"detail": "construction=MASONRY ×0.95",
"factor": 0.95,
"amount_cents": null,
"running_cents": 429007
},
{
"step": "RISK",
"code": "factor:protection_class",
"detail": "protection_class=5 ×1.0",
"factor": 1,
"amount_cents": null,
"running_cents": 429007
},
{
"step": "RISK",
"code": "factor:dist_to_coast_mi",
"detail": "dist_to_coast_mi=2 ×1.2",
"factor": 1.2,
"amount_cents": null,
"running_cents": 514808
},
{
"step": "RISK",
"code": "factor:risk_score",
"detail": "risk_score=715 ×1.0",
"factor": 1,
"amount_cents": null,
"running_cents": 514808
},
{
"step": "RISK",
"code": "wind_hail_ded",
"detail": "wind/hail ded 0.01 ×1.0",
"factor": 1,
"amount_cents": null,
"running_cents": 514808
},
{
"step": "COVERAGE",
"code": "SERVICE_LN",
"detail": "+ SERVICE_LN $30",
"factor": null,
"amount_cents": 3000,
"running_cents": 517808
},
{
"step": "COVERAGE",
"code": "WATER_BACK",
"detail": "+ WATER_BACK $55",
"factor": null,
"amount_cents": 5500,
"running_cents": 523308
},
{
"step": "FEES",
"code": "policy_fee",
"detail": "+ policy fee",
"factor": null,
"amount_cents": 2500,
"running_cents": 525808
},
{
"step": "FEES",
"code": "installment",
"detail": "+ fractional-pay surcharge",
"factor": null,
"amount_cents": 3600,
"running_cents": 529408
},
{
"step": "DISCOUNT",
"code": "PAPERLESS",
"detail": "−$25",
"factor": null,
"amount_cents": -2500,
"running_cents": 526908
},
{
"step": "DISCOUNT",
"code": "AUTOPAY",
"detail": "−3%",
"factor": 0.97,
"amount_cents": null,
"running_cents": 511101
},
{
"step": "DISCOUNT",
"code": "LOYALTY",
"detail": "−5%",
"factor": 0.95,
"amount_cents": null,
"running_cents": 485546
}
],
"changeset": {
"policies": {
"changed": [
{
"pk": {
"policy_id": "POL-fl-coastal-home-p_home"
},
"fields": {
"base_premium_cents": [
574173,
529408
],
"final_premium_cents": [
526797,
485546
],
"premium_breakdown": [
"[{\"step\": \"BASE\", \"code\": \"base\", \"detail\": \"$4.2/$1k \\u00d7 RC $520,000.0\", \"factor\": null, \"amount_cents\": null, \"running_cents\": 218400}, {\"step\": \"BASE\", \"code\": \"tier:SEQUOIA\", \"detail\": \"tier factor \\u00d71.55\", \"factor\": 1.55, \"amount_cents\": null, \"running_cents\": 338520}, {\"step\": \"BASE\", \"code\": \"region:R-SE\", \"detail\": \"region factor \\u00d71.45\", \"factor\": 1.45, \"amount_cents\": null, \"running_cents\": 490854}, {\"step\": \"RISK\", \"code\": \"factor:roof_age\", \"detail\": \"roof_age=6 \\u00d71.0\", \"factor\": 1.0, \"amount_cents\": null, \"running_cents\": 490854}, {\"step\": \"RISK\", \"code\": \"factor:construction\", \"detail\": \"construction=MASONRY \\u00d70.95\", \"factor\": 0.95, \"amount_cents\": null, \"running_cents\": 466311}, {\"step\": \"RISK\", \"code\": \"factor:protection_class\", \"detail\": \"protection_class=5 \\u00d71.0\", \"factor\": 1.0, \"amount_cents\": null, \"running_cents\": 466311}, {\"step\": \"RISK\", \"code\": \"factor:dist_to_coast_mi\", \"detail\": \"dist_to_coast_mi=2 \\u00d71.2\", \"factor\": 1.2, \"amount_cents\": null, \"running_cents\": 559573}, {\"step\": \"RISK\", \"code\": \"factor:risk_score\", \"detail\": \"risk_score=715 \\u00d71.0\", \"factor\": 1.0, \"amount_cents\": null, \"running_cents\": 559573}, {\"step\": \"RISK\", \"code\": \"wind_hail_ded\", \"detail\": \"wind/hail ded 0.01 \\u00d71.0\", \"factor\": 1.0, \"amount_cents\": null, \"running_cents\": 559573}, {\"step\": \"COVERAGE\", \"code\": \"SERVICE_LN\", \"detail\": \"+ SERVICE_LN $30\", \"factor\": null, \"amount_cents\": 3000, \"running_cents\": 562573}, {\"step\": \"COVERAGE\", \"code\": \"WATER_BACK\", \"detail\": \"+ WATER_BACK $55\", \"factor\": null, \"amount_cents\": 5500, \"running_cents\": 568073}, {\"step\": \"FEES\", \"code\": \"policy_fee\", \"detail\": \"+ policy fee\", \"factor\": null, \"amount_cents\": 2500, \"running_cents\": 570573}, {\"step\": \"FEES\", \"code\": \"installment\", \"detail\": \"+ fractional-pay surcharge\", \"factor\": null, \"amount_cents\": 3600, \"running_cents\": 574173}, {\"step\": \"DISCOUNT\", \"code\": \"PAPERLESS\", \"detail\": \"\\u2212$25\", \"factor\": null, \"amount_cents\": -2500, \"running_cents\": 571673}, {\"step\": \"DISCOUNT\", \"code\": \"AUTOPAY\", \"detail\": \"\\u22123%\", \"factor\": 0.97, \"amount_cents\": null, \"running_cents\": 554523}, {\"step\": \"DISCOUNT\", \"code\": \"LOYALTY\", \"detail\": \"\\u22125%\", \"factor\": 0.95, \"amount_cents\": null, \"running_cents\": 526797}]",
"[{\"step\": \"BASE\", \"code\": \"base\", \"detail\": \"$4.2/$1k \\u00d7 RC $520,000.0\", \"factor\": null, \"amount_cents\": null, \"running_cents\": 218400}, {\"step\": \"BASE\", \"code\": \"tier:SEQUOIA\", \"detail\": \"tier factor \\u00d71.55\", \"factor\": 1.55, \"amount_cents\": null, \"running_cents\": 338520}, {\"step\": \"BASE\", \"code\": \"region:R-SE\", \"detail\": \"region factor \\u00d71.45\", \"factor\": 1.45, \"amount_cents\": null, \"running_cents\": 490854}, {\"step\": \"RISK\", \"code\": \"factor:roof_age\", \"detail\": \"roof_age=0 \\u00d70.92\", \"factor\": 0.92, \"amount_cents\": null, \"running_cents\": 451586}, {\"step\": \"RISK\", \"code\": \"factor:construction\", \"detail\": \"construction=MASONRY \\u00d70.95\", \"factor\": 0.95, \"amount_cents\": null, \"running_cents\": 429007}, {\"step\": \"RISK\", \"code\": \"factor:protection_class\", \"detail\": \"protection_class=5 \\u00d71.0\", \"factor\": 1.0, \"amount_cents\": null, \"running_cents\": 429007}, {\"step\": \"RISK\", \"code\": \"factor:dist_to_coast_mi\", \"detail\": \"dist_to_coast_mi=2 \\u00d71.2\", \"factor\": 1.2, \"amount_cents\": null, \"running_cents\": 514808}, {\"step\": \"RISK\", \"code\": \"factor:risk_score\", \"detail\": \"risk_score=715 \\u00d71.0\", \"factor\": 1.0, \"amount_cents\": null, \"running_cents\": 514808}, {\"step\": \"RISK\", \"code\": \"wind_hail_ded\", \"detail\": \"wind/hail ded 0.01 \\u00d71.0\", \"factor\": 1.0, \"amount_cents\": null, \"running_cents\": 514808}, {\"step\": \"COVERAGE\", \"code\": \"SERVICE_LN\", \"detail\": \"+ SERVICE_LN $30\", \"factor\": null, \"amount_cents\": 3000, \"running_cents\": 517808}, {\"step\": \"COVERAGE\", \"code\": \"WATER_BACK\", \"detail\": \"+ WATER_BACK $55\", \"factor\": null, \"amount_cents\": 5500, \"running_cents\": 523308}, {\"step\": \"FEES\", \"code\": \"policy_fee\", \"detail\": \"+ policy fee\", \"factor\": null, \"amount_cents\": 2500, \"running_cents\": 525808}, {\"step\": \"FEES\", \"code\": \"installment\", \"detail\": \"+ fractional-pay surcharge\", \"factor\": null, \"amount_cents\": 3600, \"running_cents\": 529408}, {\"step\": \"DISCOUNT\", \"code\": \"PAPERLESS\", \"detail\": \"\\u2212$25\", \"factor\": null, \"amount_cents\": -2500, \"running_cents\": 526908}, {\"step\": \"DISCOUNT\", \"code\": \"AUTOPAY\", \"detail\": \"\\u22123%\", \"factor\": 0.97, \"amount_cents\": null, \"running_cents\": 511101}, {\"step\": \"DISCOUNT\", \"code\": \"LOYALTY\", \"detail\": \"\\u22125%\", \"factor\": 0.95, \"amount_cents\": null, \"running_cents\": 485546}]"
]
}
}
]
}
}
}⚙ end_conversation()
{}{
"ok": true,
"note": "Deliver your closing message now."
}Thank you for that information, Gloria. I have updated your policy to reflect the new roof. As a result of this update, your annual premium has been adjusted from $5,267.97 to $4,855.46.
If you have any other questions, please don't hesitate to reach back out. Have a great day!
Customer
That's wonderful — thank you so much for getting that done right away and for the savings. I really appreciate it. Have a great day!