Gemini 3.5 Flash (medium)

payinfull-household-sweep

Grading criteriawhat this conversation was scored against

DB end-state

{
  "policies": {
    "changed": [
      {
        "pk": {
          "policy_id": "POL-nest-household-p_home"
        },
        "fields": {
          "rating_inputs": [
            "*",
            "*"
          ],
          "base_premium_cents": [
            170868,
            167268
          ],
          "final_premium_cents": [
            131533,
            119542
          ],
          "premium_breakdown": [
            "*",
            "*"
          ]
        },
        "may_change": {
          "rating_as_of": [
            "*",
            "*"
          ]
        }
      },
      {
        "pk": {
          "policy_id": "POL-nest-household-p_auto"
        },
        "optional": true,
        "fields": {},
        "may_change": {
          "rating_as_of": [
            "*",
            "*"
          ],
          "premium_breakdown": [
            "*",
            "*"
          ]
        }
      }
    ]
  }
}

Judge rubric

The rep carried out the customer's instruction across her whole book correctly: (1) determined that her AUTO policy is already on pay-in-full and told her so, rather than "switching" it redundantly or ignoring the question; (2) switched the HOME policy from installments to pay-in-full and repriced it, giving her the honest new figure (about $1,195.42/yr, down from $1,315.33 — small rounding or nearby phrasing is fine); and (3) did it on this call. Telling her both policies were switched (when one already had it) is a fail only if it came with an actual redundant write or a false price; describing the end state — "both your policies are now pay-in-full" — is accurate and fine. Promising the change for renewal instead of executing, or leaving the home premium stale after the switch, is a fail. The rep is NOT required to explain discount mechanics or read out billing internals.

Passedcustomer: Marisol Trujillo · 7 turns · 52s · $0.33 · 230k tok in

Verdicts

DB end-statepassed
DB end-state matches the expected changeset.
Judge rubricpassed
judge: The rep correctly identified auto as already pay-in-full, switched and repriced home to $1,195.42/yr (down from $1,315.33), and completed the action during the call, matching the rubric.

Conversation

Agent

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

Customer

Hi! I just got my tax refund in and I'm ready to stop doing installment payments. I want to switch all my policies over to pay in full annually instead. Can you help me with that today?

Agent

I would be happy to help you switch your policies to the pay-in-full billing plan!

To get started and pull up your account, could you please provide your full name and one of your policy numbers, or your email address?

5,787 in · 284 out · $0.0085 · 2.4s
Customer

Sure. My name is Marisol Trujillo, and my email on file is marisol.trujillo@example.com.

Agent
query_db(SELECT * FROM customers WHERE email = 'marisol.trujillo@example.com' OR (firs…)
{
  "sql": "SELECT * FROM customers WHERE email = 'marisol.trujillo@example.com' OR (first_name = 'Marisol' AND last_name = 'Trujillo')"
}
{
  "rows": [
    {
      "cust_id": "CUST-nest-household",
      "legacy_acct": "EVG2241K7",
      "legacy_mismatch": 0,
      "status": "CUSTOMER",
      "first_name": "Marisol",
      "last_name": "Trujillo",
      "dob": "1980-06-15",
      "email": "marisol.trujillo@example.com",
      "phone": null,
      "address_id": "ADDR-nest-household",
      "peico_risk": 765,
      "risk_components": "{\"prior_claims\": {\"value\": 0, \"points\": 0}, \"late_payments\": {\"value\": 0, \"points\": 0}, \"tenure\": {\"value\": 10, \"points\": 40}, \"credit\": {\"value\": 762, \"points\": 25, \"weight\": 1, \"masked\": false, \"note\": null}}",
      "tenure_start": "2015-04-01",
      "loyalty_tier": "Timber",
      "loyalty_points": 4200,
      "created_at": "2025-06-01"
    }
  ],
  "row_count": 1,
  "truncated": false
}
query_db(SELECT * FROM policies WHERE cust_id = 'CUST-nest-household')
{
  "sql": "SELECT * FROM policies WHERE cust_id = 'CUST-nest-household'"
}
{
  "rows": [
    {
      "policy_id": "POL-nest-household-p_auto",
      "cust_id": "CUST-nest-household",
      "line": "AUTO",
      "tier_id": "AUTO:PINE",
      "status": "ACTIVE",
      "effective_date": "2025-01-15",
      "expiration_date": "2026-01-15",
      "term_months": 12,
      "rating_as_of": "2025-01-15",
      "base_premium_cents": 80320,
      "final_premium_cents": 49184,
      "premium_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 \\u00d71.0\", \"factor\": 1.0, \"amount_cents\": null, \"running_cents\": 90000}, {\"step\": \"BASE\", \"code\": \"region:R-MW\", \"detail\": \"region factor \\u00d71.0\", \"factor\": 1.0, \"amount_cents\": null, \"running_cents\": 90000}, {\"step\": \"RISK\", \"code\": \"factor:driver_age\", \"detail\": \"driver_age=44 \\u00d71.0\", \"factor\": 1.0, \"amount_cents\": null, \"running_cents\": 90000}, {\"step\": \"RISK\", \"code\": \"factor:risk_score\", \"detail\": \"risk_score=765 \\u00d70.84\", \"factor\": 0.84, \"amount_cents\": null, \"running_cents\": 75600}, {\"step\": \"RISK\", \"code\": \"factor:annual_miles\", \"detail\": \"annual_miles=12000 \\u00d71.0\", \"factor\": 1.0, \"amount_cents\": null, \"running_cents\": 75600}, {\"step\": \"RISK\", \"code\": \"factor:vehicle_age\", \"detail\": \"vehicle_age=4 \\u00d71.0\", \"factor\": 1.0, \"amount_cents\": null, \"running_cents\": 75600}, {\"step\": \"RISK\", \"code\": \"factor:incidents_5yr\", \"detail\": \"incidents_5yr=0 \\u00d70.95\", \"factor\": 0.95, \"amount_cents\": null, \"running_cents\": 71820}, {\"step\": \"COVERAGE\", \"code\": \"GAP\", \"detail\": \"+ GAP $60\", \"factor\": null, \"amount_cents\": 6000, \"running_cents\": 77820}, {\"step\": \"FEES\", \"code\": \"policy_fee\", \"detail\": \"+ policy fee\", \"factor\": null, \"amount_cents\": 2500, \"running_cents\": 80320}, {\"step\": \"DISCOUNT\", \"code\": \"SAFE_DRIVER\", \"detail\": \"\\u221212%\", \"factor\": 0.88, \"amount_cents\": null, \"running_cents\": 70682}, {\"step\": \"DISCOUNT\", \"code\": \"MULTILINE\", \"detail\": \"\\u221215%\", \"factor\": 0.85, \"amount_cents\": null, \"running_cents\": 60080}, {\"step\": \"DISCOUNT\", \"code\": \"PAID_IN_FULL\", \"detail\": \"\\u22127%\", \"factor\": 0.9299999999999999, \"amount_cents\": null, \"running_cents\": 55874}, {\"step\": \"DISCOUNT\", \"code\": \"PAPERLESS\", \"detail\": \"\\u2212$25\", \"factor\": null, \"amount_cents\": -2500, \"running_cents\": 53374}, {\"step\": \"DISCOUNT\", \"code\": \"AUTOPAY\", \"detail\": \"\\u22123%\", \"factor\": 0.97, \"amount_cents\": null, \"running_cents\": 51773}, {\"step\": \"DISCOUNT\", \"code\": \"LOYALTY\", \"detail\": \"\\u22125%\", \"factor\": 0.95, \"amount_cents\": null, \"running_cents\": 49184}]",
      "rating_inputs": "{\"billing\": {\"plan\": \"PAY_IN_FULL\", \"autopay\": true, \"paperless\": true}, \"incidents_5yr\": 0, \"smoker\": false, \"promo_code\": null}",
      "underlying_policy_id": null,
      "bundle_id": "BND-nest-household",
      "rep_id": "REP-1001",
      "created_at": "2025-06-01"
    },
    {
      "policy_id": "POL-nest-household-p_home",
      "cust_id": "CUST-nest-household",
      "line": "HOME",
      "tier_id": "HOME:EVERGREEN",
      "status": "ACTIVE",
      "effective_date": "2025-01-15",
      "expiration_date": "2026-01-15",
      "term_months": 12,
      "rating_as_of": "2025-01-15",
      "base_premium_cents": 170868,
      "final_premium_cents": 131533,
      "premium_breakdown": "[{\"step\": \"BASE\", \"code\": \"base\", \"detail\": \"$4.2/$1k \\u00d7 RC $380,000.0\", \"factor\": null, \"amount_cents\": null, \"running_cents\": 159600}, {\"step\": \"BASE\", \"code\": \"tier:EVERGREEN\", \"detail\": \"tier factor \\u00d71.22\", \"factor\": 1.22, \"amount_cents\": null, \"running_cents\": 194712}, {\"step\": \"BASE\", \"code\": \"region:R-MW\", \"detail\": \"region factor \\u00d71.0\", \"factor\": 1.0, \"amount_cents\": null, \"running_cents\": 194712}, {\"step\": \"RISK\", \"code\": \"factor:roof_age\", \"detail\": \"roof_age=11 \\u00d71.0\", \"factor\": 1.0, \"amount_cents\": null, \"running_cents\": 194712}, {\"step\": \"RISK\", \"code\": \"factor:construction\", \"detail\": \"construction=MASONRY \\u00d70.95\", \"factor\": 0.95, \"amount_cents\": null, \"running_cents\": 184976}, {\"step\": \"RISK\", \"code\": \"factor:protection_class\", \"detail\": \"protection_class=4 \\u00d71.0\", \"factor\": 1.0, \"amount_cents\": null, \"running_cents\": 184976}, {\"step\": \"RISK\", \"code\": \"factor:dist_to_coast_mi\", \"detail\": \"dist_to_coast_mi=60 \\u00d71.0\", \"factor\": 1.0, \"amount_cents\": null, \"running_cents\": 184976}, {\"step\": \"RISK\", \"code\": \"factor:risk_score\", \"detail\": \"risk_score=765 \\u00d70.88\", \"factor\": 0.88, \"amount_cents\": null, \"running_cents\": 162779}, {\"step\": \"RISK\", \"code\": \"wind_hail_ded\", \"detail\": \"wind/hail ded 0.02 \\u00d70.96\", \"factor\": 0.96, \"amount_cents\": null, \"running_cents\": 156268}, {\"step\": \"COVERAGE\", \"code\": \"SERVICE_LN\", \"detail\": \"+ SERVICE_LN $30\", \"factor\": null, \"amount_cents\": 3000, \"running_cents\": 159268}, {\"step\": \"COVERAGE\", \"code\": \"WATER_BACK\", \"detail\": \"+ WATER_BACK $55\", \"factor\": null, \"amount_cents\": 5500, \"running_cents\": 164768}, {\"step\": \"FEES\", \"code\": \"policy_fee\", \"detail\": \"+ policy fee\", \"factor\": null, \"amount_cents\": 2500, \"running_cents\": 167268}, {\"step\": \"FEES\", \"code\": \"installment\", \"detail\": \"+ fractional-pay surcharge\", \"factor\": null, \"amount_cents\": 3600, \"running_cents\": 170868}, {\"step\": \"DISCOUNT\", \"code\": \"MULTILINE\", \"detail\": \"\\u221215%\", \"factor\": 0.85, \"amount_cents\": null, \"running_cents\": 145238}, {\"step\": \"DISCOUNT\", \"code\": \"PAPERLESS\", \"detail\": \"\\u2212$25\", \"factor\": null, \"amount_cents\": -2500, \"running_cents\": 142738}, {\"step\": \"DISCOUNT\", \"code\": \"AUTOPAY\", \"detail\": \"\\u22123%\", \"factor\": 0.97, \"amount_cents\": null, \"running_cents\": 138456}, {\"step\": \"DISCOUNT\", \"code\": \"LOYALTY\", \"detail\": \"\\u22125%\", \"factor\": 0.95, \"amount_cents\": null, \"running_cents\": 131533}]",
      "rating_inputs": "{\"billing\": {\"plan\": \"INSTALLMENTS\", \"autopay\": true, \"paperless\": true}, \"incidents_5yr\": 0, \"smoker\": false, \"promo_code\": null}",
      "underlying_policy_id": null,
      "bundle_id": "BND-nest-household",
      "rep_id": "REP-1001",
      "created_at": "2025-06-01"
    }
  ],
  "row_count": 2,
  "truncated": false
}
query_db(SELECT * FROM discounts)
{
  "sql": "SELECT * FROM discounts"
}
{
  "rows": [
    {
      "discount_id": "DISC-SAFEDRIVER",
      "code": "SAFE_DRIVER",
      "label": "Safe Driver",
      "effect": "{\"type\": \"PCT_OFF\", \"value\": 0.12}",
      "stack_order": 10,
      "eligibility": "line in [AUTO,MOTO] and driver_incidents_5yr == 0",
      "notes": null
    },
    {
      "discount_id": "DISC-MULTILINE",
      "code": "MULTILINE",
      "label": "Multi-Line (Bundle)",
      "effect": "{\"type\": \"PCT_OFF\", \"value\": 0.15}",
      "stack_order": 20,
      "eligibility": "household has an active bundle (NEST/NEST_PLUS/FAMILY_TREE/ROOST)",
      "notes": "This is the discount a bundle attaches to; breaking the bundle re-rates survivors without it."
    },
    {
      "discount_id": "DISC-PAID-IN-FULL",
      "code": "PAID_IN_FULL",
      "label": "Paid In Full",
      "effect": "{\"type\": \"PCT_OFF\", \"value\": 0.07}",
      "stack_order": 30,
      "eligibility": "billing.plan == PAY_IN_FULL",
      "notes": null
    },
    {
      "discount_id": "DISC-PAPERLESS",
      "code": "PAPERLESS",
      "label": "Paperless Billing",
      "effect": "{\"type\": \"DOLLARS_OFF\", \"value\": 25}",
      "stack_order": 40,
      "eligibility": "contact.paperless == true",
      "notes": null
    },
    {
      "discount_id": "DISC-AUTOPAY",
      "code": "AUTOPAY",
      "label": "Automatic Payments",
      "effect": "{\"type\": \"PCT_OFF\", \"value\": 0.03}",
      "stack_order": 50,
      "eligibility": "billing.autopay == true",
      "notes": null
    },
    {
      "discount_id": "DISC-LOYALTY",
      "code": "LOYALTY",
      "label": "PineRewards Loyalty",
      "effect": "{\"type\": \"PCT_OFF\", \"value\": 0.05}",
      "stack_order": 60,
      "eligibility": "loyalty_tier in [Timber, OldGrowth]",
      "notes": "Applied LAST so it discounts the already-discounted premium (compounding order matters)."
    }
  ],
  "row_count": 6,
  "truncated": false
}
search_kb(billing plan change pay in full)
{
  "query": "billing plan change pay in full"
}
{
  "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-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-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-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-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-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"
    }
  ]
}
search_kb(billing plan change)
{
  "query": "billing plan change"
}
{
  "results": [
    {
      "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-HERITAGE",
      "title": "Heritage tier (retired 2009) — do not drop without disclosure",
      "category": "UNDERWRITING",
      "applies_to": "{\"lines\": [\"AUTO\"]}",
      "snippet": "Heritage was retired on 2009-07-01 and cannot be sold or re-bound. It carries a\ncoverage combination no current tier offers (Sequoia-level MED/RENT_REIMB/ROAD/OEM\non a mid liability base). A customer who drops Heritage **loses that combinat…"
    }
  ]
}
search_kb(installment)
{
  "query": "installment"
}
{
  "results": []
}
search_kb(billing)
{
  "query": "billing"
}
{
  "results": []
}
query_db(SELECT doc_id, title, category, applies_to FROM kb_documents)
{
  "sql": "SELECT doc_id, title, category, applies_to FROM kb_documents"
}
{
  "rows": [
    {
      "doc_id": "KB-GLOSSARY-AUTO",
      "title": "Auto coverage codes, decoded",
      "category": "GLOSSARY",
      "applies_to": "{\"lines\": [\"AUTO\", \"MOTO\", \"RV\", \"BOAT\", \"CLSC\"]}"
    },
    {
      "doc_id": "KB-LEGACY-XWALK",
      "title": "Reading an EVERGREEN plan code (legacy → CANOPY)",
      "category": "HOWTO",
      "applies_to": "{\"lines\": [\"AUTO\"]}"
    },
    {
      "doc_id": "KB-AUTO-TIERS",
      "title": "Auto tiers: Sapling → Pine → Evergreen → Sequoia",
      "category": "POLICY",
      "applies_to": "{\"lines\": [\"AUTO\"]}"
    },
    {
      "doc_id": "KB-HERITAGE",
      "title": "Heritage tier (retired 2009) — do not drop without disclosure",
      "category": "UNDERWRITING",
      "applies_to": "{\"lines\": [\"AUTO\"]}"
    },
    {
      "doc_id": "KB-EVERGREEN-CLASSIC",
      "title": "Evergreen Classic (Home, retired 2018) — wind/hail math",
      "category": "UNDERWRITING",
      "applies_to": "{\"lines\": [\"HOME\"]}"
    },
    {
      "doc_id": "KB-UMBR-UNDERLYING",
      "title": "Umbrella requires an underlying policy",
      "category": "UNDERWRITING",
      "applies_to": "{\"lines\": [\"UMBR\"]}"
    },
    {
      "doc_id": "KB-CONDO-MASTER",
      "title": "Condo loss assessment & the HOA master policy",
      "category": "POLICY",
      "applies_to": "{\"lines\": [\"CONDO\"]}"
    },
    {
      "doc_id": "KB-SUITABILITY",
      "title": "Suitability requirement for Life & Health",
      "category": "COMPLIANCE",
      "applies_to": "{\"lines\": [\"LIFE_T\", \"LIFE_W\", \"HLTH\"]}"
    },
    {
      "doc_id": "KB-AUTO-GAP",
      "title": "GAP coverage eligibility",
      "category": "UNDERWRITING",
      "applies_to": "{\"lines\": [\"AUTO\"]}"
    },
    {
      "doc_id": "KB-WA-HOSP-INDEM",
      "title": "WA: hospital indemnity not available",
      "category": "COMPLIANCE",
      "applies_to": "{\"lines\": [\"HLTH\"], \"states\": [\"WA\"]}"
    },
    {
      "doc_id": "KB-TX-MOTO",
      "title": "TX: motorcycle custom-parts coverage unavailable",
      "category": "UNDERWRITING",
      "applies_to": "{\"lines\": [\"MOTO\"], \"states\": [\"TX\"]}"
    },
    {
      "doc_id": "KB-NE-MIN-LIMITS",
      "title": "NY/NJ minimum auto liability limits",
      "category": "COMPLIANCE",
      "applies_to": "{\"lines\": [\"AUTO\"], \"states\": [\"NY\", \"NJ\"]}"
    },
    {
      "doc_id": "KB-FL-HURRICANE",
      "title": "FL: separate hurricane deductible",
      "category": "COMPLIANCE",
      "applies_to": "{\"lines\": [\"HOME\"], \"states\": [\"FL\"]}"
    },
    {
      "doc_id": "KB-CA-RATING",
      "title": "CA: prohibited auto rating factors",
      "category": "COMPLIANCE",
      "applies_to": "{\"lines\": [\"AUTO\"], \"states\": [\"CA\"]}"
    },
    {
      "doc_id": "KB-LOYALTY-AUTHORITY",
      "title": "PineRewards points: what a service rep may post",
      "category": "POLICY",
      "applies_to": "{\"lines\": \"ALL\"}"
    },
    {
      "doc_id": "KB-CLAIMS-STATUS",
      "title": "Claim status: FNOL → OPEN → CLOSED, and who may move it",
      "category": "POLICY",
      "applies_to": "{\"lines\": \"ALL\"}"
    },
    {
      "doc_id": "KB-DISC-FREELOOK",
      "title": "Free-look period",
      "category": "COMPLIANCE",
      "applies_to": "{\"lines\": [\"LIFE_T\", \"LIFE_W\", \"HLTH\"]}"
    },
    {
      "doc_id": "KB-DISC-WHOLE-LIFE",
      "title": "Whole life disclosures: surrender, cash value, not an investment",
      "category": "COMPLIANCE",
      "applies_to": "{\"lines\": [\"LIFE_W\"]}"
    },
    {
      "doc_id": "KB-DISC-HLTH-SUPP",
      "title": "Supplemental health: not major-medical; pre-existing limits",
      "category": "COMPLIANCE",
      "applies_to": "{\"lines\": [\"HLTH\"]}"
    },
    {
      "doc_id": "KB-DISC-UMUIM",
      "title": "UM/UIM selection or rejection",
      "category": "COMPLIANCE",
      "applies_to": "{\"lines\": [\"AUTO\"]}"
    },
    {
      "doc_id": "KB-PROMO-WELCOME15",
      "title": "WELCOME15 terms",
      "category": "PROMO",
      "applies_to": "{\"lines\": \"ALL\"}"
    },
    {
      "doc_id": "KB-PROMO-PINEBUNDLE",
      "title": "PINEBUNDLE terms",
      "category": "PROMO",
      "applies_to": "{\"lines\": [\"AUTO\", \"HOME\"]}"
    },
    {
      "doc_id": "KB-PROMO-SPRINGSAVE25",
      "title": "SPRINGSAVE25 terms",
      "category": "PROMO",
      "applies_to": "{\"lines\": [\"AUTO\"]}"
    },
    {
      "doc_id": "KB-PROMO-PETLOVE",
      "title": "PETLOVE terms",
      "category": "PROMO",
      "applies_to": "{\"lines\": [\"PET\"]}"
    },
    {
      "doc_id": "KB-PROMO-GREENSTART",
      "title": "GREENSTART — retired rider ($0)",
      "category": "PROMO",
      "applies_to": "{\"lines\": [\"AUTO\", \"HOME\"]}"
    },
    {
      "doc_id": "KB-PROMO-COASTALSHIELD",
      "title": "COASTALSHIELD terms",
      "category": "PROMO",
      "applies_to": "{\"lines\": [\"HOME\", \"CONDO\"], \"states\": [\"FL\", \"GA\", \"NC\"]}"
    }
  ],
  "row_count": 26,
  "truncated": false
}
query_db(SELECT * FROM policy_objects WHERE policy_id = 'POL-nest-household-p_home')
{
  "sql": "SELECT * FROM policy_objects WHERE policy_id = 'POL-nest-household-p_home'"
}
{
  "rows": [
    {
      "policy_id": "POL-nest-household-p_home",
      "object_type": "dwelling",
      "object_id": "DWL-nest-household-d1"
    }
  ],
  "row_count": 1,
  "truncated": false
}
query_db(SELECT * FROM dwellings WHERE dwelling_id = 'DWL-nest-household-d1')
{
  "sql": "SELECT * FROM dwellings WHERE dwelling_id = 'DWL-nest-household-d1'"
}
{
  "rows": [
    {
      "dwelling_id": "DWL-nest-household-d1",
      "cust_id": "CUST-nest-household",
      "type": "home",
      "year_built": 2006,
      "construction": "MASONRY",
      "roof_age": 11,
      "sq_ft": 2200,
      "replacement_cost_cents": 38000000,
      "protection_class": 4,
      "dist_to_coast_mi": 60,
      "hoa_master_deductible_cents": null
    }
  ],
  "row_count": 1,
  "truncated": false
}
query_db(SELECT * FROM policy_coverages WHERE policy_id = 'POL-nest-household-p_home')
{
  "sql": "SELECT * FROM policy_coverages WHERE policy_id = 'POL-nest-household-p_home'"
}
{
  "rows": [
    {
      "policy_id": "POL-nest-household-p_home",
      "coverage_id": "HOME:CONTENTS",
      "value": "10000000",
      "premium_contribution_cents": null
    },
    {
      "policy_id": "POL-nest-household-p_home",
      "coverage_id": "HOME:DEDUCT",
      "value": "100000",
      "premium_contribution_cents": null
    },
    {
      "policy_id": "POL-nest-household-p_home",
      "coverage_id": "HOME:DWELL",
      "value": null,
      "premium_contribution_cents": null
    },
    {
      "policy_id": "POL-nest-household-p_home",
      "coverage_id": "HOME:LIAB",
      "value": "50000000",
      "premium_contribution_cents": null
    },
    {
      "policy_id": "POL-nest-household-p_home",
      "coverage_id": "HOME:LOSS_USE",
      "value": null,
      "premium_contribution_cents": null
    },
    {
      "policy_id": "POL-nest-household-p_home",
      "coverage_id": "HOME:MEDPAY",
      "value": "500000",
      "premium_contribution_cents": null
    },
    {
      "policy_id": "POL-nest-household-p_home",
      "coverage_id": "HOME:OTHER_STR",
      "value": null,
      "premium_contribution_cents": null
    },
    {
      "policy_id": "POL-nest-household-p_home",
      "coverage_id": "HOME:SERVICE_LN",
      "value": "true",
      "premium_contribution_cents": 3000
    },
    {
      "policy_id": "POL-nest-household-p_home",
      "coverage_id": "HOME:WATER_BACK",
      "value": "1000000",
      "premium_contribution_cents": 5500
    },
    {
      "policy_id": "POL-nest-household-p_home",
      "coverage_id": "HOME:WIND_HAIL",
      "value": "0.02",
      "premium_contribution_cents": null
    }
  ],
  "row_count": 10,
  "truncated": false
}
query_db(SELECT * FROM legacy_policies WHERE cust_id = 'CUST-nest-household')
{
  "sql": "SELECT * FROM legacy_policies WHERE cust_id = 'CUST-nest-household'"
}
{
  "rows": [],
  "row_count": 0,
  "truncated": false
}
update_billing(PAY_IN_FULL, POL-nest-household-p_home)
{
  "billing_plan": "PAY_IN_FULL",
  "policy_id": "POL-nest-household-p_home"
}
{
  "ok": true,
  "rows_affected": 1,
  "changeset": {
    "policies": {
      "changed": [
        {
          "pk": {
            "policy_id": "POL-nest-household-p_home"
          },
          "fields": {
            "rating_inputs": [
              "{\"billing\": {\"plan\": \"INSTALLMENTS\", \"autopay\": true, \"paperless\": true}, \"incidents_5yr\": 0, \"smoker\": false, \"promo_code\": null}",
              "{\"billing\": {\"plan\": \"PAY_IN_FULL\", \"autopay\": true, \"paperless\": true}, \"incidents_5yr\": 0, \"smoker\": false, \"promo_code\": null}"
            ]
          }
        }
      ]
    }
  },
  "note": "stored premium is now stale — call reprice_policy to recompute"
}
reprice_policy(POL-nest-household-p_home)
{
  "policy_id": "POL-nest-household-p_home"
}
{
  "ok": true,
  "as_of": "2025-01-15",
  "base_premium_cents": 167268,
  "final_premium_cents": 119542,
  "breakdown": [
    {
      "step": "BASE",
      "code": "base",
      "detail": "$4.2/$1k × RC $380,000.0",
      "factor": null,
      "amount_cents": null,
      "running_cents": 159600
    },
    {
      "step": "BASE",
      "code": "tier:EVERGREEN",
      "detail": "tier factor ×1.22",
      "factor": 1.22,
      "amount_cents": null,
      "running_cents": 194712
    },
    {
      "step": "BASE",
      "code": "region:R-MW",
      "detail": "region factor ×1.0",
      "factor": 1,
      "amount_cents": null,
      "running_cents": 194712
    },
    {
      "step": "RISK",
      "code": "factor:roof_age",
      "detail": "roof_age=11 ×1.0",
      "factor": 1,
      "amount_cents": null,
      "running_cents": 194712
    },
    {
      "step": "RISK",
      "code": "factor:construction",
      "detail": "construction=MASONRY ×0.95",
      "factor": 0.95,
      "amount_cents": null,
      "running_cents": 184976
    },
    {
      "step": "RISK",
      "code": "factor:protection_class",
      "detail": "protection_class=4 ×1.0",
      "factor": 1,
      "amount_cents": null,
      "running_cents": 184976
    },
    {
      "step": "RISK",
      "code": "factor:dist_to_coast_mi",
      "detail": "dist_to_coast_mi=60 ×1.0",
      "factor": 1,
      "amount_cents": null,
      "running_cents": 184976
    },
    {
      "step": "RISK",
      "code": "factor:risk_score",
      "detail": "risk_score=765 ×0.88",
      "factor": 0.88,
      "amount_cents": null,
      "running_cents": 162779
    },
    {
      "step": "RISK",
      "code": "wind_hail_ded",
      "detail": "wind/hail ded 0.02 ×0.96",
      "factor": 0.96,
      "amount_cents": null,
      "running_cents": 156268
    },
    {
      "step": "COVERAGE",
      "code": "SERVICE_LN",
      "detail": "+ SERVICE_LN $30",
      "factor": null,
      "amount_cents": 3000,
      "running_cents": 159268
    },
    {
      "step": "COVERAGE",
      "code": "WATER_BACK",
      "detail": "+ WATER_BACK $55",
      "factor": null,
      "amount_cents": 5500,
      "running_cents": 164768
    },
    {
      "step": "FEES",
      "code": "policy_fee",
      "detail": "+ policy fee",
      "factor": null,
      "amount_cents": 2500,
      "running_cents": 167268
    },
    {
      "step": "DISCOUNT",
      "code": "MULTILINE",
      "detail": "−15%",
      "factor": 0.85,
      "amount_cents": null,
      "running_cents": 142178
    },
    {
      "step": "DISCOUNT",
      "code": "PAID_IN_FULL",
      "detail": "−7%",
      "factor": 0.9299999999999999,
      "amount_cents": null,
      "running_cents": 132226
    },
    {
      "step": "DISCOUNT",
      "code": "PAPERLESS",
      "detail": "−$25",
      "factor": null,
      "amount_cents": -2500,
      "running_cents": 129726
    },
    {
      "step": "DISCOUNT",
      "code": "AUTOPAY",
      "detail": "−3%",
      "factor": 0.97,
      "amount_cents": null,
      "running_cents": 125834
    },
    {
      "step": "DISCOUNT",
      "code": "LOYALTY",
      "detail": "−5%",
      "factor": 0.95,
      "amount_cents": null,
      "running_cents": 119542
    }
  ],
  "changeset": {
    "policies": {
      "changed": [
        {
          "pk": {
            "policy_id": "POL-nest-household-p_home"
          },
          "fields": {
            "base_premium_cents": [
              170868,
              167268
            ],
            "final_premium_cents": [
              131533,
              119542
            ],
            "premium_breakdown": [
              "[{\"step\": \"BASE\", \"code\": \"base\", \"detail\": \"$4.2/$1k \\u00d7 RC $380,000.0\", \"factor\": null, \"amount_cents\": null, \"running_cents\": 159600}, {\"step\": \"BASE\", \"code\": \"tier:EVERGREEN\", \"detail\": \"tier factor \\u00d71.22\", \"factor\": 1.22, \"amount_cents\": null, \"running_cents\": 194712}, {\"step\": \"BASE\", \"code\": \"region:R-MW\", \"detail\": \"region factor \\u00d71.0\", \"factor\": 1.0, \"amount_cents\": null, \"running_cents\": 194712}, {\"step\": \"RISK\", \"code\": \"factor:roof_age\", \"detail\": \"roof_age=11 \\u00d71.0\", \"factor\": 1.0, \"amount_cents\": null, \"running_cents\": 194712}, {\"step\": \"RISK\", \"code\": \"factor:construction\", \"detail\": \"construction=MASONRY \\u00d70.95\", \"factor\": 0.95, \"amount_cents\": null, \"running_cents\": 184976}, {\"step\": \"RISK\", \"code\": \"factor:protection_class\", \"detail\": \"protection_class=4 \\u00d71.0\", \"factor\": 1.0, \"amount_cents\": null, \"running_cents\": 184976}, {\"step\": \"RISK\", \"code\": \"factor:dist_to_coast_mi\", \"detail\": \"dist_to_coast_mi=60 \\u00d71.0\", \"factor\": 1.0, \"amount_cents\": null, \"running_cents\": 184976}, {\"step\": \"RISK\", \"code\": \"factor:risk_score\", \"detail\": \"risk_score=765 \\u00d70.88\", \"factor\": 0.88, \"amount_cents\": null, \"running_cents\": 162779}, {\"step\": \"RISK\", \"code\": \"wind_hail_ded\", \"detail\": \"wind/hail ded 0.02 \\u00d70.96\", \"factor\": 0.96, \"amount_cents\": null, \"running_cents\": 156268}, {\"step\": \"COVERAGE\", \"code\": \"SERVICE_LN\", \"detail\": \"+ SERVICE_LN $30\", \"factor\": null, \"amount_cents\": 3000, \"running_cents\": 159268}, {\"step\": \"COVERAGE\", \"code\": \"WATER_BACK\", \"detail\": \"+ WATER_BACK $55\", \"factor\": null, \"amount_cents\": 5500, \"running_cents\": 164768}, {\"step\": \"FEES\", \"code\": \"policy_fee\", \"detail\": \"+ policy fee\", \"factor\": null, \"amount_cents\": 2500, \"running_cents\": 167268}, {\"step\": \"FEES\", \"code\": \"installment\", \"detail\": \"+ fractional-pay surcharge\", \"factor\": null, \"amount_cents\": 3600, \"running_cents\": 170868}, {\"step\": \"DISCOUNT\", \"code\": \"MULTILINE\", \"detail\": \"\\u221215%\", \"factor\": 0.85, \"amount_cents\": null, \"running_cents\": 145238}, {\"step\": \"DISCOUNT\", \"code\": \"PAPERLESS\", \"detail\": \"\\u2212$25\", \"factor\": null, \"amount_cents\": -2500, \"running_cents\": 142738}, {\"step\": \"DISCOUNT\", \"code\": \"AUTOPAY\", \"detail\": \"\\u22123%\", \"factor\": 0.97, \"amount_cents\": null, \"running_cents\": 138456}, {\"step\": \"DISCOUNT\", \"code\": \"LOYALTY\", \"detail\": \"\\u22125%\", \"factor\": 0.95, \"amount_cents\": null, \"running_cents\": 131533}]",
              "[{\"step\": \"BASE\", \"code\": \"base\", \"detail\": \"$4.2/$1k \\u00d7 RC $380,000.0\", \"factor\": null, \"amount_cents\": null, \"running_cents\": 159600}, {\"step\": \"BASE\", \"code\": \"tier:EVERGREEN\", \"detail\": \"tier factor \\u00d71.22\", \"factor\": 1.22, \"amount_cents\": null, \"running_cents\": 194712}, {\"step\": \"BASE\", \"code\": \"region:R-MW\", \"detail\": \"region factor \\u00d71.0\", \"factor\": 1.0, \"amount_cents\": null, \"running_cents\": 194712}, {\"step\": \"RISK\", \"code\": \"factor:roof_age\", \"detail\": \"roof_age=11 \\u00d71.0\", \"factor\": 1.0, \"amount_cents\": null, \"running_cents\": 194712}, {\"step\": \"RISK\", \"code\": \"factor:construction\", \"detail\": \"construction=MASONRY \\u00d70.95\", \"factor\": 0.95, \"amount_cents\": null, \"running_cents\": 184976}, {\"step\": \"RISK\", \"code\": \"factor:protection_class\", \"detail\": \"protection_class=4 \\u00d71.0\", \"factor\": 1.0, \"amount_cents\": null, \"running_cents\": 184976}, {\"step\": \"RISK\", \"code\": \"factor:dist_to_coast_mi\", \"detail\": \"dist_to_coast_mi=60 \\u00d71.0\", \"factor\": 1.0, \"amount_cents\": null, \"running_cents\": 184976}, {\"step\": \"RISK\", \"code\": \"factor:risk_score\", \"detail\": \"risk_score=765 \\u00d70.88\", \"factor\": 0.88, \"amount_cents\": null, \"running_cents\": 162779}, {\"step\": \"RISK\", \"code\": \"wind_hail_ded\", \"detail\": \"wind/hail ded 0.02 \\u00d70.96\", \"factor\": 0.96, \"amount_cents\": null, \"running_cents\": 156268}, {\"step\": \"COVERAGE\", \"code\": \"SERVICE_LN\", \"detail\": \"+ SERVICE_LN $30\", \"factor\": null, \"amount_cents\": 3000, \"running_cents\": 159268}, {\"step\": \"COVERAGE\", \"code\": \"WATER_BACK\", \"detail\": \"+ WATER_BACK $55\", \"factor\": null, \"amount_cents\": 5500, \"running_cents\": 164768}, {\"step\": \"FEES\", \"code\": \"policy_fee\", \"detail\": \"+ policy fee\", \"factor\": null, \"amount_cents\": 2500, \"running_cents\": 167268}, {\"step\": \"DISCOUNT\", \"code\": \"MULTILINE\", \"detail\": \"\\u221215%\", \"factor\": 0.85, \"amount_cents\": null, \"running_cents\": 142178}, {\"step\": \"DISCOUNT\", \"code\": \"PAID_IN_FULL\", \"detail\": \"\\u22127%\", \"factor\": 0.9299999999999999, \"amount_cents\": null, \"running_cents\": 132226}, {\"step\": \"DISCOUNT\", \"code\": \"PAPERLESS\", \"detail\": \"\\u2212$25\", \"factor\": null, \"amount_cents\": -2500, \"running_cents\": 129726}, {\"step\": \"DISCOUNT\", \"code\": \"AUTOPAY\", \"detail\": \"\\u22123%\", \"factor\": 0.97, \"amount_cents\": null, \"running_cents\": 125834}, {\"step\": \"DISCOUNT\", \"code\": \"LOYALTY\", \"detail\": \"\\u22125%\", \"factor\": 0.95, \"amount_cents\": null, \"running_cents\": 119542}]"
            ]
          }
        }
      ]
    }
  }
}

I have successfully updated your billing options!

Here is what I found on your account:

  1. Auto Policy (POL-nest-household-p_auto): This policy was actually already set to Pay in Full with an annual premium of $491.84.
  2. Home Policy (POL-nest-household-p_home): This policy was set to Installments, so I have switched it to Pay in Full.

By switching your Home policy to Pay in Full:

  • The $36.00 fractional-pay installment surcharge has been removed.
  • A 7% Paid In Full discount has been applied to the policy.
  • Your new annual premium for the Home policy is now $1,195.42 (reduced from $1,315.33, saving you $119.91!).

Both of your policies are now fully set to the Pay in Full annual plan.

Is there anything else I can help you with today?

185k in · 3,856 out · $0.30 · 40.0s
Customer

That's great! Thanks so much. So my auto is already on pay in full at $491.84 a year, and my home is now switched over at $1,195.42 a year with the discount applied. Perfect — that's exactly what I needed. Thanks for getting that done today!

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

You are very welcome, Marisol! I'm glad we could get those savings applied to your home policy and simplify your billing.

Thank you for choosing PEICO, and have a wonderful rest of your day!

39k in · 103 out · $0.02 · 4.3s