Gemini 3.1 Flash-Lite (minimal)

roadside-add-execute

Grading criteriawhat this conversation was scored against

DB end-state

{
  "policies": {
    "changed": [
      {
        "pk": {
          "policy_id": "POL-ne-auto-pref-p_auto"
        },
        "fields": {
          "base_premium_cents": [
            144108,
            146608
          ],
          "final_premium_cents": [
            114557,
            116584
          ],
          "premium_breakdown": [
            "*",
            "*"
          ]
        },
        "may_change": {
          "rating_as_of": [
            "*",
            "*"
          ]
        }
      }
    ]
  },
  "policy_coverages": {
    "added": [
      {
        "pk": {
          "policy_id": "POL-ne-auto-pref-p_auto",
          "coverage_id": "AUTO:ROAD"
        },
        "row": {
          "policy_id": "POL-ne-auto-pref-p_auto",
          "coverage_id": "AUTO:ROAD",
          "value": "*",
          "premium_contribution_cents": "*"
        }
      }
    ]
  }
}

Judge rubric

The rep (1) confirmed roadside assistance is available to add on her Evergreen-tier auto policy (per the tier guide it's included at Sequoia and an add-on below it — she qualifies); (2) gave her a concrete price — the $25/yr list price, the discount-adjusted true increase of about $20.27/yr, or the new annual total of about $1,165.84 are all acceptable; and (3) actually executed the addition on this call and told her so. Telling her roadside is unavailable on her tier (e.g. "Sequoia-only") is a fail — that confuses ROAD with the OEM rule. Deflecting the add to another team or process instead of performing it, or claiming it's done without writing it, is a fail. Quoting an interim estimate and then a different figure is sloppy but passable ONLY if the final stated increase or total is one of the correct figures above ($25/yr list, ~$20.27/yr true, or ~$1,165.84 total) — the final confirmed number is what she acts on.

Passedcustomer: Eleanor Whitfield · 9 turns · 19s · $0.02 · 196k tok in

Verdicts

DB end-statepassed
DB end-state matches the expected changeset.
Judge rubricpassed
judge: The rep confirmed roadside assistance could be added, gave the correct discount-adjusted increase (~$20.27) and new total ($1,165.84), and stated it was added on the 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'm calling because I'd like to add roadside assistance to my auto policy. Can you tell me what that would cost per year?

Agent
query_db(SELECT cust_id, first_name, last_name FROM customers WHERE first_name IS NOT …)
{
  "sql": "SELECT cust_id, first_name, last_name FROM customers WHERE first_name IS NOT NULL LIMIT 10;"
}
{
  "rows": [
    {
      "cust_id": "CUST-prospect-il-auto",
      "first_name": "Aaron",
      "last_name": "Halloway"
    },
    {
      "cust_id": "CUST-nest-household",
      "first_name": "Marisol",
      "last_name": "Trujillo"
    },
    {
      "cust_id": "CUST-heritage-auto",
      "first_name": "Walter",
      "last_name": "Pennington"
    },
    {
      "cust_id": "CUST-ca-masked-auto",
      "first_name": "Priya",
      "last_name": "Anand"
    },
    {
      "cust_id": "CUST-fl-coastal-home",
      "first_name": "Gloria",
      "last_name": "Esposito"
    },
    {
      "cust_id": "CUST-legacy-mismatch",
      "first_name": "Raymond",
      "last_name": "Castillo"
    },
    {
      "cust_id": "CUST-ne-auto-pref",
      "first_name": "Eleanor",
      "last_name": "Whitfield"
    },
    {
      "cust_id": "CUST-se-auto-pref",
      "first_name": "Travis",
      "last_name": "Boudreaux"
    },
    {
      "cust_id": "CUST-legacy-unmigrated-auto",
      "first_name": "Doris",
      "last_name": "Maddox"
    },
    {
      "cust_id": "CUST-life-suitable",
      "first_name": "Eleanor",
      "last_name": "Whitmore"
    }
  ],
  "row_count": 10,
  "truncated": false
}
query_db(SELECT * FROM customers;)
{
  "sql": "SELECT * FROM customers;"
}
{
  "rows": [
    {
      "cust_id": "CUST-prospect-il-auto",
      "legacy_acct": null,
      "legacy_mismatch": 0,
      "status": "PROSPECT",
      "first_name": "Aaron",
      "last_name": "Halloway",
      "dob": "1992-08-04",
      "email": "aaron.halloway@example.com",
      "phone": null,
      "address_id": "ADDR-prospect-il-auto",
      "peico_risk": 702,
      "risk_components": "{\"prior_claims\": {\"value\": 0, \"points\": 0}, \"late_payments\": {\"value\": 0, \"points\": 0}, \"tenure\": {\"value\": 0, \"points\": 0}, \"credit\": {\"value\": 705, \"points\": 2, \"weight\": 1, \"masked\": false, \"note\": null}}",
      "tenure_start": null,
      "loyalty_tier": null,
      "loyalty_points": 0,
      "created_at": "2025-06-01"
    },
    {
      "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"
    },
    {
      "cust_id": "CUST-heritage-auto",
      "legacy_acct": "EVG0098H1",
      "legacy_mismatch": 0,
      "status": "CUSTOMER",
      "first_name": "Walter",
      "last_name": "Pennington",
      "dob": "1957-11-02",
      "email": "walter.pennington@example.com",
      "phone": null,
      "address_id": "ADDR-heritage-auto",
      "peico_risk": 731,
      "risk_components": "{\"prior_claims\": {\"value\": 1, \"points\": -45}, \"late_payments\": {\"value\": 0, \"points\": 0}, \"tenure\": {\"value\": 20, \"points\": 60}, \"credit\": {\"value\": 740, \"points\": 16, \"weight\": 1, \"masked\": false, \"note\": null}}",
      "tenure_start": "2004-09-01",
      "loyalty_tier": "OldGrowth",
      "loyalty_points": 6100,
      "created_at": "2025-06-01"
    },
    {
      "cust_id": "CUST-ca-masked-auto",
      "legacy_acct": null,
      "legacy_mismatch": 0,
      "status": "CUSTOMER",
      "first_name": "Priya",
      "last_name": "Anand",
      "dob": "1988-03-30",
      "email": "priya.anand@example.com",
      "phone": null,
      "address_id": "ADDR-ca-masked-auto",
      "peico_risk": 699,
      "risk_components": "{\"prior_claims\": {\"value\": 0, \"points\": 0}, \"late_payments\": {\"value\": 1, \"points\": -25}, \"tenure\": {\"value\": 6, \"points\": 24}, \"credit\": {\"value\": 815, \"points\": 0, \"weight\": 0, \"masked\": true, \"note\": \"CA: credit-based score excluded by law\"}}",
      "tenure_start": "2019-06-01",
      "loyalty_tier": "Sprout",
      "loyalty_points": 900,
      "created_at": "2025-06-01"
    },
    {
      "cust_id": "CUST-fl-coastal-home",
      "legacy_acct": null,
      "legacy_mismatch": 0,
      "status": "CUSTOMER",
      "first_name": "Gloria",
      "last_name": "Esposito",
      "dob": "1969-07-19",
      "email": "gloria.esposito@example.com",
      "phone": null,
      "address_id": "ADDR-fl-coastal-home",
      "peico_risk": 715,
      "risk_components": "{\"prior_claims\": {\"value\": 1, \"points\": -45}, \"late_payments\": {\"value\": 0, \"points\": 0}, \"tenure\": {\"value\": 13, \"points\": 52}, \"credit\": {\"value\": 720, \"points\": 8, \"weight\": 1, \"masked\": false, \"note\": null}}",
      "tenure_start": "2012-05-01",
      "loyalty_tier": "Timber",
      "loyalty_points": 3300,
      "created_at": "2025-06-01"
    },
    {
      "cust_id": "CUST-legacy-mismatch",
      "legacy_acct": "EVG4471Q2",
      "legacy_mismatch": 1,
      "status": "CUSTOMER",
      "first_name": "Raymond",
      "last_name": "Castillo",
      "dob": "1974-12-11",
      "email": "raymond.castillo@example.com",
      "phone": null,
      "address_id": "ADDR-legacy-mismatch",
      "peico_risk": 616,
      "risk_components": "{\"prior_claims\": {\"value\": 2, \"points\": -90}, \"late_payments\": {\"value\": 2, \"points\": -50}, \"tenure\": {\"value\": 16, \"points\": 60}, \"credit\": {\"value\": 690, \"points\": -4, \"weight\": 1, \"masked\": false, \"note\": null}}",
      "tenure_start": "2009-01-15",
      "loyalty_tier": "Sprout",
      "loyalty_points": 1500,
      "created_at": "2025-06-01"
    },
    {
      "cust_id": "CUST-ne-auto-pref",
      "legacy_acct": "EVG1180N3",
      "legacy_mismatch": 0,
      "status": "CUSTOMER",
      "first_name": "Eleanor",
      "last_name": "Whitfield",
      "dob": "1971-05-22",
      "email": "eleanor.whitfield@example.com",
      "phone": null,
      "address_id": "ADDR-ne-auto-pref",
      "peico_risk": 784,
      "risk_components": "{\"prior_claims\": {\"value\": 0, \"points\": 0}, \"late_payments\": {\"value\": 0, \"points\": 0}, \"tenure\": {\"value\": 14, \"points\": 56}, \"credit\": {\"value\": 770, \"points\": 28, \"weight\": 1, \"masked\": false, \"note\": null}}",
      "tenure_start": "2011-08-01",
      "loyalty_tier": "Timber",
      "loyalty_points": 3800,
      "created_at": "2025-06-01"
    },
    {
      "cust_id": "CUST-se-auto-pref",
      "legacy_acct": "EVG2204S3",
      "legacy_mismatch": 0,
      "status": "CUSTOMER",
      "first_name": "Travis",
      "last_name": "Boudreaux",
      "dob": "1983-09-14",
      "email": "travis.boudreaux@example.com",
      "phone": null,
      "address_id": "ADDR-se-auto-pref",
      "peico_risk": 750,
      "risk_components": "{\"prior_claims\": {\"value\": 0, \"points\": 0}, \"late_payments\": {\"value\": 0, \"points\": 0}, \"tenure\": {\"value\": 9, \"points\": 36}, \"credit\": {\"value\": 735, \"points\": 14, \"weight\": 1, \"masked\": false, \"note\": null}}",
      "tenure_start": "2016-03-01",
      "loyalty_tier": "Sprout",
      "loyalty_points": 1400,
      "created_at": "2025-06-01"
    },
    {
      "cust_id": "CUST-legacy-unmigrated-auto",
      "legacy_acct": "EVG3390U1",
      "legacy_mismatch": 0,
      "status": "CUSTOMER",
      "first_name": "Doris",
      "last_name": "Maddox",
      "dob": "1949-03-08",
      "email": "doris.maddox@example.com",
      "phone": null,
      "address_id": "ADDR-legacy-unmigrated-auto",
      "peico_risk": 784,
      "risk_components": "{\"prior_claims\": {\"value\": 0, \"points\": 0}, \"late_payments\": {\"value\": 0, \"points\": 0}, \"tenure\": {\"value\": 22, \"points\": 60}, \"credit\": {\"value\": 760, \"points\": 24, \"weight\": 1, \"masked\": false, \"note\": null}}",
      "tenure_start": "2003-06-01",
      "loyalty_tier": "OldGrowth",
      "loyalty_points": 5200,
      "created_at": "2025-06-01"
    },
    {
      "cust_id": "CUST-life-suitable",
      "legacy_acct": null,
      "legacy_mismatch": 0,
      "status": "CUSTOMER",
      "first_name": "Eleanor",
      "last_name": "Whitmore",
      "dob": "1983-05-22",
      "email": "eleanor.whitmore@example.com",
      "phone": null,
      "address_id": "ADDR-life-suitable",
      "peico_risk": 760,
      "risk_components": "{\"prior_claims\": {\"value\": 0, \"points\": 0}, \"late_payments\": {\"value\": 0, \"points\": 0}, \"tenure\": {\"value\": 7, \"points\": 28}, \"credit\": {\"value\": 780, \"points\": 32, \"weight\": 1, \"masked\": false, \"note\": null}}",
      "tenure_start": "2018-08-01",
      "loyalty_tier": "Sprout",
      "loyalty_points": 1100,
      "created_at": "2025-06-01"
    },
    {
      "cust_id": "CUST-life-missale",
      "legacy_acct": null,
      "legacy_mismatch": 0,
      "status": "CUSTOMER",
      "first_name": "Curtis",
      "last_name": "Boyd",
      "dob": "1996-01-09",
      "email": "curtis.boyd@example.com",
      "phone": null,
      "address_id": "ADDR-life-missale",
      "peico_risk": 663,
      "risk_components": "{\"prior_claims\": {\"value\": 0, \"points\": 0}, \"late_payments\": {\"value\": 1, \"points\": -25}, \"tenure\": {\"value\": 1, \"points\": 4}, \"credit\": {\"value\": 660, \"points\": -16, \"weight\": 1, \"masked\": false, \"note\": null}}",
      "tenure_start": "2024-02-01",
      "loyalty_tier": "Seedling",
      "loyalty_points": 200,
      "created_at": "2025-06-01"
    },
    {
      "cust_id": "CUST-retention-target",
      "legacy_acct": null,
      "legacy_mismatch": 0,
      "status": "CUSTOMER",
      "first_name": "Tanya",
      "last_name": "Brooks",
      "dob": "1990-09-14",
      "email": "tanya.brooks@example.com",
      "phone": null,
      "address_id": "ADDR-retention-target",
      "peico_risk": 730,
      "risk_components": "{\"prior_claims\": {\"value\": 0, \"points\": 0}, \"late_payments\": {\"value\": 0, \"points\": 0}, \"tenure\": {\"value\": 4, \"points\": 16}, \"credit\": {\"value\": 735, \"points\": 14, \"weight\": 1, \"masked\": false, \"note\": null}}",
      "tenure_start": "2021-03-01",
      "loyalty_tier": "Sprout",
      "loyalty_points": 800,
      "created_at": "2025-06-01"
    },
    {
      "cust_id": "CUST-loyalty-oldgrowth",
      "legacy_acct": "EVG7782M3",
      "legacy_mismatch": 0,
      "status": "CUSTOMER",
      "first_name": "Harold",
      "last_name": "Nyberg",
      "dob": "1962-04-27",
      "email": "harold.nyberg@example.com",
      "phone": null,
      "address_id": "ADDR-loyalty-oldgrowth",
      "peico_risk": 800,
      "risk_components": "{\"prior_claims\": {\"value\": 0, \"points\": 0}, \"late_payments\": {\"value\": 0, \"points\": 0}, \"tenure\": {\"value\": 17, \"points\": 60}, \"credit\": {\"value\": 800, \"points\": 40, \"weight\": 1, \"masked\": false, \"note\": null}}",
      "tenure_start": "2008-06-01",
      "loyalty_tier": "OldGrowth",
      "loyalty_points": 7000,
      "created_at": "2025-06-01"
    },
    {
      "cust_id": "CUST-umbrella-plus",
      "legacy_acct": null,
      "legacy_mismatch": 0,
      "status": "CUSTOMER",
      "first_name": "Vincent",
      "last_name": "Okonkwo",
      "dob": "1976-10-08",
      "email": "vincent.okonkwo@example.com",
      "phone": null,
      "address_id": "ADDR-umbrella-plus",
      "peico_risk": 772,
      "risk_components": "{\"prior_claims\": {\"value\": 0, \"points\": 0}, \"late_payments\": {\"value\": 0, \"points\": 0}, \"tenure\": {\"value\": 11, \"points\": 44}, \"credit\": {\"value\": 770, \"points\": 28, \"weight\": 1, \"masked\": false, \"note\": null}}",
      "tenure_start": "2014-07-01",
      "loyalty_tier": "Timber",
      "loyalty_points": 5000,
      "created_at": "2025-06-01"
    }
  ],
  "row_count": 14,
  "truncated": false
}
query_db(SELECT policy_id, cust_id, line, status FROM policies WHERE cust_id IN ('CUST…)
{
  "sql": "SELECT policy_id, cust_id, line, status FROM policies WHERE cust_id IN ('CUST-nest-household', 'CUST-heritage-auto', 'CUST-ca-masked-auto', 'CUST-fl-coastal-home', 'CUST-legacy-mismatch', 'CUST-ne-auto-pref', 'CUST-se-auto-pref', 'CUST-legacy-unmigrated-auto', 'CUST-life-suitable', 'CUST-life-missale', 'CUST-retention-target', 'CUST-loyalty-oldgrowth', 'CUST-umbrella-plus') AND line = 'AUTO';"
}
{
  "rows": [
    {
      "policy_id": "POL-nest-household-p_auto",
      "cust_id": "CUST-nest-household",
      "line": "AUTO",
      "status": "ACTIVE"
    },
    {
      "policy_id": "POL-heritage-auto-p_auto",
      "cust_id": "CUST-heritage-auto",
      "line": "AUTO",
      "status": "ACTIVE"
    },
    {
      "policy_id": "POL-ca-masked-auto-p_auto",
      "cust_id": "CUST-ca-masked-auto",
      "line": "AUTO",
      "status": "ACTIVE"
    },
    {
      "policy_id": "POL-legacy-mismatch-p_auto",
      "cust_id": "CUST-legacy-mismatch",
      "line": "AUTO",
      "status": "ACTIVE"
    },
    {
      "policy_id": "POL-ne-auto-pref-p_auto",
      "cust_id": "CUST-ne-auto-pref",
      "line": "AUTO",
      "status": "ACTIVE"
    },
    {
      "policy_id": "POL-se-auto-pref-p_auto",
      "cust_id": "CUST-se-auto-pref",
      "line": "AUTO",
      "status": "ACTIVE"
    },
    {
      "policy_id": "POL-retention-target-p_auto",
      "cust_id": "CUST-retention-target",
      "line": "AUTO",
      "status": "ACTIVE"
    },
    {
      "policy_id": "POL-loyalty-oldgrowth-p_auto",
      "cust_id": "CUST-loyalty-oldgrowth",
      "line": "AUTO",
      "status": "ACTIVE"
    },
    {
      "policy_id": "POL-umbrella-plus-p_auto",
      "cust_id": "CUST-umbrella-plus",
      "line": "AUTO",
      "status": "ACTIVE"
    }
  ],
  "row_count": 9,
  "truncated": false
}
search_kb(roadside assistance)
{
  "query": "roadside assistance"
}
{
  "results": [
    {
      "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- …"
    }
  ]
}
get_doc(KB-GLOSSARY-AUTO)
{
  "doc_id": "KB-GLOSSARY-AUTO"
}
{
  "doc_id": "KB-GLOSSARY-AUTO",
  "title": "Auto coverage codes, decoded",
  "category": "GLOSSARY",
  "applies_to": "{\"lines\": [\"AUTO\", \"MOTO\", \"RV\", \"BOAT\", \"CLSC\"]}",
  "body_md": "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- **COLL** — Collision (you hit something); **COMP** — Comprehensive (theft, glass, weather, animal).\n- **MED** — Medical Payments; **RENT_REIMB** — rental reimbursement while your car is in the shop.\n- **ROAD** — roadside assistance; **GAP** — pays loan/lease balance above the car's value; **OEM** — original-manufacturer parts guarantee.\n"
}
query_db(SELECT * FROM coverages WHERE code = 'ROAD';)
{
  "sql": "SELECT * FROM coverages WHERE code = 'ROAD';"
}
{
  "rows": [
    {
      "coverage_id": "AUTO:ROAD",
      "line": "AUTO",
      "code": "ROAD",
      "label": "Roadside Assistance",
      "kind": "flag",
      "unit": "bool",
      "notes": "Included at Sequoia; add-on elsewhere."
    }
  ],
  "row_count": 1,
  "truncated": false
}

I'd be happy to help you with that! To give you an accurate quote for adding roadside assistance, I'll need to look up your account.

Could you please provide your full name and the policy number you're referring to?

64k in · 341 out · $0.0083 · 6.1s
Customer

Sure. My name is Eleanor Whitfield, and my policy number is EVG1180N3.

Agent
query_db(SELECT * FROM policies WHERE cust_id = 'CUST-ne-auto-pref' AND line = 'AUTO';)
{
  "sql": "SELECT * FROM policies WHERE cust_id = 'CUST-ne-auto-pref' AND line = 'AUTO';"
}
{
  "rows": [
    {
      "policy_id": "POL-ne-auto-pref-p_auto",
      "cust_id": "CUST-ne-auto-pref",
      "line": "AUTO",
      "tier_id": "AUTO:EVERGREEN",
      "status": "ACTIVE",
      "effective_date": "2025-01-10",
      "expiration_date": "2026-01-10",
      "term_months": 12,
      "rating_as_of": "2025-01-10",
      "base_premium_cents": 144108,
      "final_premium_cents": 114557,
      "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-NE\", \"detail\": \"region factor \\u00d71.3\", \"factor\": 1.3, \"amount_cents\": null, \"running_cents\": 149760}, {\"step\": \"RISK\", \"code\": \"factor:driver_age\", \"detail\": \"driver_age=53 \\u00d71.0\", \"factor\": 1.0, \"amount_cents\": null, \"running_cents\": 149760}, {\"step\": \"RISK\", \"code\": \"factor:risk_score\", \"detail\": \"risk_score=784 \\u00d70.84\", \"factor\": 0.84, \"amount_cents\": null, \"running_cents\": 125798}, {\"step\": \"RISK\", \"code\": \"factor:annual_miles\", \"detail\": \"annual_miles=11000 \\u00d71.0\", \"factor\": 1.0, \"amount_cents\": null, \"running_cents\": 125798}, {\"step\": \"RISK\", \"code\": \"factor:vehicle_age\", \"detail\": \"vehicle_age=4 \\u00d71.0\", \"factor\": 1.0, \"amount_cents\": null, \"running_cents\": 125798}, {\"step\": \"RISK\", \"code\": \"factor:incidents_5yr\", \"detail\": \"incidents_5yr=0 \\u00d70.95\", \"factor\": 0.95, \"amount_cents\": null, \"running_cents\": 119508}, {\"step\": \"COVERAGE\", \"code\": \"MED\", \"detail\": \"+ MED $45\", \"factor\": null, \"amount_cents\": 4500, \"running_cents\": 124008}, {\"step\": \"COVERAGE\", \"code\": \"RENT_REIMB\", \"detail\": \"+ RENT_REIMB $30\", \"factor\": null, \"amount_cents\": 3000, \"running_cents\": 127008}, {\"step\": \"COVERAGE\", \"code\": \"UMUIM\", \"detail\": \"+ UMUIM $110\", \"factor\": null, \"amount_cents\": 11000, \"running_cents\": 138008}, {\"step\": \"FEES\", \"code\": \"policy_fee\", \"detail\": \"+ policy fee\", \"factor\": null, \"amount_cents\": 2500, \"running_cents\": 140508}, {\"step\": \"FEES\", \"code\": \"installment\", \"detail\": \"+ fractional-pay surcharge\", \"factor\": null, \"amount_cents\": 3600, \"running_cents\": 144108}, {\"step\": \"DISCOUNT\", \"code\": \"SAFE_DRIVER\", \"detail\": \"\\u221212%\", \"factor\": 0.88, \"amount_cents\": null, \"running_cents\": 126815}, {\"step\": \"DISCOUNT\", \"code\": \"PAPERLESS\", \"detail\": \"\\u2212$25\", \"factor\": null, \"amount_cents\": -2500, \"running_cents\": 124315}, {\"step\": \"DISCOUNT\", \"code\": \"AUTOPAY\", \"detail\": \"\\u22123%\", \"factor\": 0.97, \"amount_cents\": null, \"running_cents\": 120586}, {\"step\": \"DISCOUNT\", \"code\": \"LOYALTY\", \"detail\": \"\\u22125%\", \"factor\": 0.95, \"amount_cents\": null, \"running_cents\": 114557}]",
      "rating_inputs": "{\"billing\": {\"plan\": \"AUTOPAY_MONTHLY\", \"autopay\": true, \"paperless\": true}, \"incidents_5yr\": 0, \"smoker\": false, \"promo_code\": null}",
      "underlying_policy_id": null,
      "bundle_id": null,
      "rep_id": "REP-1001",
      "created_at": "2025-06-01"
    }
  ],
  "row_count": 1,
  "truncated": false
}
price_check(POL-ne-auto-pref-p_auto)
{
  "policy_id": "POL-ne-auto-pref-p_auto"
}
{
  "as_of": "2025-01-10",
  "facts": {
    "line": "AUTO",
    "tier": "EVERGREEN",
    "region": "R-NE",
    "state": "NJ",
    "term_months": 12,
    "peico_risk": 784,
    "age": 53,
    "billing_plan": "AUTOPAY_MONTHLY",
    "autopay": true,
    "paperless": true,
    "loyalty_tier": "Timber",
    "status": "CUSTOMER",
    "has_bundle": false,
    "active_lines": 1,
    "is_new_first_policy": false,
    "promo_code": null,
    "coverages": [
      "MED",
      "RENT_REIMB",
      "UMUIM"
    ],
    "driver_age": 53,
    "annual_miles": 11000,
    "vehicle_age": 4,
    "incidents_5yr": 0,
    "exposure_count": 1
  },
  "base_premium_cents": 144108,
  "final_premium_cents": 114557,
  "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-NE",
      "detail": "region factor ×1.3",
      "factor": 1.3,
      "amount_cents": null,
      "running_cents": 149760
    },
    {
      "step": "RISK",
      "code": "factor:driver_age",
      "detail": "driver_age=53 ×1.0",
      "factor": 1,
      "amount_cents": null,
      "running_cents": 149760
    },
    {
      "step": "RISK",
      "code": "factor:risk_score",
      "detail": "risk_score=784 ×0.84",
      "factor": 0.84,
      "amount_cents": null,
      "running_cents": 125798
    },
    {
      "step": "RISK",
      "code": "factor:annual_miles",
      "detail": "annual_miles=11000 ×1.0",
      "factor": 1,
      "amount_cents": null,
      "running_cents": 125798
    },
    {
      "step": "RISK",
      "code": "factor:vehicle_age",
      "detail": "vehicle_age=4 ×1.0",
      "factor": 1,
      "amount_cents": null,
      "running_cents": 125798
    },
    {
      "step": "RISK",
      "code": "factor:incidents_5yr",
      "detail": "incidents_5yr=0 ×0.95",
      "factor": 0.95,
      "amount_cents": null,
      "running_cents": 119508
    },
    {
      "step": "COVERAGE",
      "code": "MED",
      "detail": "+ MED $45",
      "factor": null,
      "amount_cents": 4500,
      "running_cents": 124008
    },
    {
      "step": "COVERAGE",
      "code": "RENT_REIMB",
      "detail": "+ RENT_REIMB $30",
      "factor": null,
      "amount_cents": 3000,
      "running_cents": 127008
    },
    {
      "step": "COVERAGE",
      "code": "UMUIM",
      "detail": "+ UMUIM $110",
      "factor": null,
      "amount_cents": 11000,
      "running_cents": 138008
    },
    {
      "step": "FEES",
      "code": "policy_fee",
      "detail": "+ policy fee",
      "factor": null,
      "amount_cents": 2500,
      "running_cents": 140508
    },
    {
      "step": "FEES",
      "code": "installment",
      "detail": "+ fractional-pay surcharge",
      "factor": null,
      "amount_cents": 3600,
      "running_cents": 144108
    },
    {
      "step": "DISCOUNT",
      "code": "SAFE_DRIVER",
      "detail": "−12%",
      "factor": 0.88,
      "amount_cents": null,
      "running_cents": 126815
    },
    {
      "step": "DISCOUNT",
      "code": "PAPERLESS",
      "detail": "−$25",
      "factor": null,
      "amount_cents": -2500,
      "running_cents": 124315
    },
    {
      "step": "DISCOUNT",
      "code": "AUTOPAY",
      "detail": "−3%",
      "factor": 0.97,
      "amount_cents": null,
      "running_cents": 120586
    },
    {
      "step": "DISCOUNT",
      "code": "LOYALTY",
      "detail": "−5%",
      "factor": 0.95,
      "amount_cents": null,
      "running_cents": 114557
    }
  ]
}
quote({"has_bundle":false,"incidents_5yr":0,"coverages":["MED","RENT_REIMB","UMUIM"…)
{
  "facts": {
    "has_bundle": false,
    "incidents_5yr": 0,
    "coverages": [
      "MED",
      "RENT_REIMB",
      "UMUIM",
      "ROAD"
    ],
    "line": "AUTO",
    "term_months": 12,
    "status": "CUSTOMER",
    "exposure_count": 1,
    "is_new_first_policy": false,
    "driver_age": 53,
    "annual_miles": 11000,
    "loyalty_tier": "Timber",
    "age": 53,
    "tier": "EVERGREEN",
    "active_lines": 1,
    "autopay": true,
    "vehicle_age": 4,
    "paperless": true,
    "billing_plan": "AUTOPAY_MONTHLY",
    "region": "R-NE",
    "peico_risk": 784,
    "state": "NJ"
  }
}
{
  "as_of": "2025-06-01",
  "base_premium_cents": 146608,
  "final_premium_cents": 116584,
  "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-NE",
      "detail": "region factor ×1.3",
      "factor": 1.3,
      "amount_cents": null,
      "running_cents": 149760
    },
    {
      "step": "RISK",
      "code": "factor:driver_age",
      "detail": "driver_age=53 ×1.0",
      "factor": 1,
      "amount_cents": null,
      "running_cents": 149760
    },
    {
      "step": "RISK",
      "code": "factor:risk_score",
      "detail": "risk_score=784 ×0.84",
      "factor": 0.84,
      "amount_cents": null,
      "running_cents": 125798
    },
    {
      "step": "RISK",
      "code": "factor:annual_miles",
      "detail": "annual_miles=11000 ×1.0",
      "factor": 1,
      "amount_cents": null,
      "running_cents": 125798
    },
    {
      "step": "RISK",
      "code": "factor:vehicle_age",
      "detail": "vehicle_age=4 ×1.0",
      "factor": 1,
      "amount_cents": null,
      "running_cents": 125798
    },
    {
      "step": "RISK",
      "code": "factor:incidents_5yr",
      "detail": "incidents_5yr=0 ×0.95",
      "factor": 0.95,
      "amount_cents": null,
      "running_cents": 119508
    },
    {
      "step": "COVERAGE",
      "code": "MED",
      "detail": "+ MED $45",
      "factor": null,
      "amount_cents": 4500,
      "running_cents": 124008
    },
    {
      "step": "COVERAGE",
      "code": "RENT_REIMB",
      "detail": "+ RENT_REIMB $30",
      "factor": null,
      "amount_cents": 3000,
      "running_cents": 127008
    },
    {
      "step": "COVERAGE",
      "code": "UMUIM",
      "detail": "+ UMUIM $110",
      "factor": null,
      "amount_cents": 11000,
      "running_cents": 138008
    },
    {
      "step": "COVERAGE",
      "code": "ROAD",
      "detail": "+ ROAD $25",
      "factor": null,
      "amount_cents": 2500,
      "running_cents": 140508
    },
    {
      "step": "FEES",
      "code": "policy_fee",
      "detail": "+ policy fee",
      "factor": null,
      "amount_cents": 2500,
      "running_cents": 143008
    },
    {
      "step": "FEES",
      "code": "installment",
      "detail": "+ fractional-pay surcharge",
      "factor": null,
      "amount_cents": 3600,
      "running_cents": 146608
    },
    {
      "step": "DISCOUNT",
      "code": "SAFE_DRIVER",
      "detail": "−12%",
      "factor": 0.88,
      "amount_cents": null,
      "running_cents": 129015
    },
    {
      "step": "DISCOUNT",
      "code": "PAPERLESS",
      "detail": "−$25",
      "factor": null,
      "amount_cents": -2500,
      "running_cents": 126515
    },
    {
      "step": "DISCOUNT",
      "code": "AUTOPAY",
      "detail": "−3%",
      "factor": 0.97,
      "amount_cents": null,
      "running_cents": 122720
    },
    {
      "step": "DISCOUNT",
      "code": "LOYALTY",
      "detail": "−5%",
      "factor": 0.95,
      "amount_cents": null,
      "running_cents": 116584
    }
  ]
}

Thank you for providing that information, Eleanor.

Adding Roadside Assistance (coverage code ROAD) to your current policy would increase your annual premium by approximately $20.27 (from $1,145.57 to $1,165.84).

Please note that this premium change accounts for the coverage cost itself, as well as the impact on your existing discounts and fees.

Would you like me to go ahead and add this coverage to your policy for you?

51k in · 353 out · $0.0059 · 3.9s
Customer

Yes, absolutely — that sounds great. Please go ahead and add it today.

Agent
update_coverages(["ROAD"], POL-ne-auto-pref-p_auto)
{
  "add": [
    "ROAD"
  ],
  "policy_id": "POL-ne-auto-pref-p_auto"
}
{
  "ok": true,
  "changesets": [
    {
      "policy_coverages": {
        "added": [
          {
            "pk": {
              "policy_id": "POL-ne-auto-pref-p_auto",
              "coverage_id": "AUTO:ROAD"
            },
            "row": {
              "policy_id": "POL-ne-auto-pref-p_auto",
              "coverage_id": "AUTO:ROAD",
              "value": null,
              "premium_contribution_cents": null
            }
          }
        ]
      }
    }
  ],
  "note": "stored premium is now stale — call reprice_policy to recompute"
}
reprice_policy(POL-ne-auto-pref-p_auto)
{
  "policy_id": "POL-ne-auto-pref-p_auto"
}
{
  "ok": true,
  "as_of": "2025-01-10",
  "base_premium_cents": 146608,
  "final_premium_cents": 116584,
  "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-NE",
      "detail": "region factor ×1.3",
      "factor": 1.3,
      "amount_cents": null,
      "running_cents": 149760
    },
    {
      "step": "RISK",
      "code": "factor:driver_age",
      "detail": "driver_age=53 ×1.0",
      "factor": 1,
      "amount_cents": null,
      "running_cents": 149760
    },
    {
      "step": "RISK",
      "code": "factor:risk_score",
      "detail": "risk_score=784 ×0.84",
      "factor": 0.84,
      "amount_cents": null,
      "running_cents": 125798
    },
    {
      "step": "RISK",
      "code": "factor:annual_miles",
      "detail": "annual_miles=11000 ×1.0",
      "factor": 1,
      "amount_cents": null,
      "running_cents": 125798
    },
    {
      "step": "RISK",
      "code": "factor:vehicle_age",
      "detail": "vehicle_age=4 ×1.0",
      "factor": 1,
      "amount_cents": null,
      "running_cents": 125798
    },
    {
      "step": "RISK",
      "code": "factor:incidents_5yr",
      "detail": "incidents_5yr=0 ×0.95",
      "factor": 0.95,
      "amount_cents": null,
      "running_cents": 119508
    },
    {
      "step": "COVERAGE",
      "code": "MED",
      "detail": "+ MED $45",
      "factor": null,
      "amount_cents": 4500,
      "running_cents": 124008
    },
    {
      "step": "COVERAGE",
      "code": "RENT_REIMB",
      "detail": "+ RENT_REIMB $30",
      "factor": null,
      "amount_cents": 3000,
      "running_cents": 127008
    },
    {
      "step": "COVERAGE",
      "code": "ROAD",
      "detail": "+ ROAD $25",
      "factor": null,
      "amount_cents": 2500,
      "running_cents": 129508
    },
    {
      "step": "COVERAGE",
      "code": "UMUIM",
      "detail": "+ UMUIM $110",
      "factor": null,
      "amount_cents": 11000,
      "running_cents": 140508
    },
    {
      "step": "FEES",
      "code": "policy_fee",
      "detail": "+ policy fee",
      "factor": null,
      "amount_cents": 2500,
      "running_cents": 143008
    },
    {
      "step": "FEES",
      "code": "installment",
      "detail": "+ fractional-pay surcharge",
      "factor": null,
      "amount_cents": 3600,
      "running_cents": 146608
    },
    {
      "step": "DISCOUNT",
      "code": "SAFE_DRIVER",
      "detail": "−12%",
      "factor": 0.88,
      "amount_cents": null,
      "running_cents": 129015
    },
    {
      "step": "DISCOUNT",
      "code": "PAPERLESS",
      "detail": "−$25",
      "factor": null,
      "amount_cents": -2500,
      "running_cents": 126515
    },
    {
      "step": "DISCOUNT",
      "code": "AUTOPAY",
      "detail": "−3%",
      "factor": 0.97,
      "amount_cents": null,
      "running_cents": 122720
    },
    {
      "step": "DISCOUNT",
      "code": "LOYALTY",
      "detail": "−5%",
      "factor": 0.95,
      "amount_cents": null,
      "running_cents": 116584
    }
  ],
  "changeset": {
    "policies": {
      "changed": [
        {
          "pk": {
            "policy_id": "POL-ne-auto-pref-p_auto"
          },
          "fields": {
            "base_premium_cents": [
              144108,
              146608
            ],
            "final_premium_cents": [
              114557,
              116584
            ],
            "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-NE\", \"detail\": \"region factor \\u00d71.3\", \"factor\": 1.3, \"amount_cents\": null, \"running_cents\": 149760}, {\"step\": \"RISK\", \"code\": \"factor:driver_age\", \"detail\": \"driver_age=53 \\u00d71.0\", \"factor\": 1.0, \"amount_cents\": null, \"running_cents\": 149760}, {\"step\": \"RISK\", \"code\": \"factor:risk_score\", \"detail\": \"risk_score=784 \\u00d70.84\", \"factor\": 0.84, \"amount_cents\": null, \"running_cents\": 125798}, {\"step\": \"RISK\", \"code\": \"factor:annual_miles\", \"detail\": \"annual_miles=11000 \\u00d71.0\", \"factor\": 1.0, \"amount_cents\": null, \"running_cents\": 125798}, {\"step\": \"RISK\", \"code\": \"factor:vehicle_age\", \"detail\": \"vehicle_age=4 \\u00d71.0\", \"factor\": 1.0, \"amount_cents\": null, \"running_cents\": 125798}, {\"step\": \"RISK\", \"code\": \"factor:incidents_5yr\", \"detail\": \"incidents_5yr=0 \\u00d70.95\", \"factor\": 0.95, \"amount_cents\": null, \"running_cents\": 119508}, {\"step\": \"COVERAGE\", \"code\": \"MED\", \"detail\": \"+ MED $45\", \"factor\": null, \"amount_cents\": 4500, \"running_cents\": 124008}, {\"step\": \"COVERAGE\", \"code\": \"RENT_REIMB\", \"detail\": \"+ RENT_REIMB $30\", \"factor\": null, \"amount_cents\": 3000, \"running_cents\": 127008}, {\"step\": \"COVERAGE\", \"code\": \"UMUIM\", \"detail\": \"+ UMUIM $110\", \"factor\": null, \"amount_cents\": 11000, \"running_cents\": 138008}, {\"step\": \"FEES\", \"code\": \"policy_fee\", \"detail\": \"+ policy fee\", \"factor\": null, \"amount_cents\": 2500, \"running_cents\": 140508}, {\"step\": \"FEES\", \"code\": \"installment\", \"detail\": \"+ fractional-pay surcharge\", \"factor\": null, \"amount_cents\": 3600, \"running_cents\": 144108}, {\"step\": \"DISCOUNT\", \"code\": \"SAFE_DRIVER\", \"detail\": \"\\u221212%\", \"factor\": 0.88, \"amount_cents\": null, \"running_cents\": 126815}, {\"step\": \"DISCOUNT\", \"code\": \"PAPERLESS\", \"detail\": \"\\u2212$25\", \"factor\": null, \"amount_cents\": -2500, \"running_cents\": 124315}, {\"step\": \"DISCOUNT\", \"code\": \"AUTOPAY\", \"detail\": \"\\u22123%\", \"factor\": 0.97, \"amount_cents\": null, \"running_cents\": 120586}, {\"step\": \"DISCOUNT\", \"code\": \"LOYALTY\", \"detail\": \"\\u22125%\", \"factor\": 0.95, \"amount_cents\": null, \"running_cents\": 114557}]",
              "[{\"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-NE\", \"detail\": \"region factor \\u00d71.3\", \"factor\": 1.3, \"amount_cents\": null, \"running_cents\": 149760}, {\"step\": \"RISK\", \"code\": \"factor:driver_age\", \"detail\": \"driver_age=53 \\u00d71.0\", \"factor\": 1.0, \"amount_cents\": null, \"running_cents\": 149760}, {\"step\": \"RISK\", \"code\": \"factor:risk_score\", \"detail\": \"risk_score=784 \\u00d70.84\", \"factor\": 0.84, \"amount_cents\": null, \"running_cents\": 125798}, {\"step\": \"RISK\", \"code\": \"factor:annual_miles\", \"detail\": \"annual_miles=11000 \\u00d71.0\", \"factor\": 1.0, \"amount_cents\": null, \"running_cents\": 125798}, {\"step\": \"RISK\", \"code\": \"factor:vehicle_age\", \"detail\": \"vehicle_age=4 \\u00d71.0\", \"factor\": 1.0, \"amount_cents\": null, \"running_cents\": 125798}, {\"step\": \"RISK\", \"code\": \"factor:incidents_5yr\", \"detail\": \"incidents_5yr=0 \\u00d70.95\", \"factor\": 0.95, \"amount_cents\": null, \"running_cents\": 119508}, {\"step\": \"COVERAGE\", \"code\": \"MED\", \"detail\": \"+ MED $45\", \"factor\": null, \"amount_cents\": 4500, \"running_cents\": 124008}, {\"step\": \"COVERAGE\", \"code\": \"RENT_REIMB\", \"detail\": \"+ RENT_REIMB $30\", \"factor\": null, \"amount_cents\": 3000, \"running_cents\": 127008}, {\"step\": \"COVERAGE\", \"code\": \"ROAD\", \"detail\": \"+ ROAD $25\", \"factor\": null, \"amount_cents\": 2500, \"running_cents\": 129508}, {\"step\": \"COVERAGE\", \"code\": \"UMUIM\", \"detail\": \"+ UMUIM $110\", \"factor\": null, \"amount_cents\": 11000, \"running_cents\": 140508}, {\"step\": \"FEES\", \"code\": \"policy_fee\", \"detail\": \"+ policy fee\", \"factor\": null, \"amount_cents\": 2500, \"running_cents\": 143008}, {\"step\": \"FEES\", \"code\": \"installment\", \"detail\": \"+ fractional-pay surcharge\", \"factor\": null, \"amount_cents\": 3600, \"running_cents\": 146608}, {\"step\": \"DISCOUNT\", \"code\": \"SAFE_DRIVER\", \"detail\": \"\\u221212%\", \"factor\": 0.88, \"amount_cents\": null, \"running_cents\": 129015}, {\"step\": \"DISCOUNT\", \"code\": \"PAPERLESS\", \"detail\": \"\\u2212$25\", \"factor\": null, \"amount_cents\": -2500, \"running_cents\": 126515}, {\"step\": \"DISCOUNT\", \"code\": \"AUTOPAY\", \"detail\": \"\\u22123%\", \"factor\": 0.97, \"amount_cents\": null, \"running_cents\": 122720}, {\"step\": \"DISCOUNT\", \"code\": \"LOYALTY\", \"detail\": \"\\u22125%\", \"factor\": 0.95, \"amount_cents\": null, \"running_cents\": 116584}]"
            ]
          }
        }
      ]
    }
  }
}

Done! I have successfully added Roadside Assistance to your auto policy (EVG1180N3). Your updated annual premium is $1,165.84.

Is there anything else I can help you with today?

46k in · 114 out · $0.0045 · 2.5s
Customer

No, that's all I needed. Thank you so much for your help!

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

You're very welcome, Eleanor! I'm glad I could get that sorted out for you. Thank you for choosing PEICO, and have a great day!

35k in · 77 out · $0.0035 · 1.7s