← Gemini 3.5 Flash (medium)

update-contact-email

Grading criteriawhat this conversation was scored against

DB end-state

{
  "customers": {
    "changed": [
      {
        "pk": {
          "cust_id": "CUST-heritage-auto"
        },
        "fields": {
          "email": [
            "walter.pennington@example.com",
            "walter.p@example.com"
          ]
        }
      }
    ]
  }
}

Judge rubric

The rep confirmed back to the customer that the email address was successfully updated to the new address (walter.p@example.com).(advisory)

Passedcustomer: Walter Pennington · 7 turns · 29s · $0.15 · 112k tok in

Verdicts

DB end-statepassed
DB end-state matches the expected changeset.
Judge rubricpassed
judge: The rep explicitly confirmed the email was successfully updated to walter.p@example.com.

Conversation

Agent

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

Customer

Hello! Thanks for taking my call. I need to update the email address on my account. I'd like to change it to walter.p@example.com — I'm trying to clean things up a bit.

Agent
⚙ query_db(SELECT cust_id, first_name, last_name, email, phone, dob FROM customers WHERE…)
{
  "sql": "SELECT cust_id, first_name, last_name, email, phone, dob FROM customers WHERE first_name LIKE '%Walter%' OR email LIKE '%walter%'"
}
{
  "rows": [
    {
      "cust_id": "CUST-heritage-auto",
      "first_name": "Walter",
      "last_name": "Pennington",
      "email": "walter.pennington@example.com",
      "phone": null,
      "dob": "1957-11-02"
    }
  ],
  "row_count": 1,
  "truncated": false
}
⚙ search_kb(verify identity verification verification process)
{
  "query": "verify identity verification verification process"
}
{
  "results": []
}
⚙ search_kb(verification)
{
  "query": "verification"
}
{
  "results": []
}
⚙ search_kb(customer)
{
  "query": "customer"
}
{
  "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-CLAIMS-STATUS",
      "title": "Claim status: FNOL → OPEN → CLOSED, and who may move it",
      "category": "POLICY",
      "applies_to": "{\"lines\": \"ALL\"}",
      "snippet": "**FNOL** = loss reported, not yet accepted for handling. **OPEN** = accepted\nand with an adjuster (the adjuster sets the reserve). **CLOSED** = resolved.\nA service rep may promote FNOL → OPEN once the loss details are confirmed\nwith the cus…"
    },
    {
      "doc_id": "KB-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-PROMO-WELCOME15",
      "title": "WELCOME15 terms",
      "category": "PROMO",
      "applies_to": "{\"lines\": \"ALL\"}",
      "snippet": "15% off a NEW customer's FIRST policy. Cap $300; min premium $200. Not for existing customers or second policies."
    },
    {
      "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…"
    },
    {
      "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-DISC-FREELOOK",
      "title": "Free-look period",
      "category": "COMPLIANCE",
      "applies_to": "{\"lines\": [\"LIFE_T\", \"LIFE_W\", \"HLTH\"]}",
      "snippet": "The customer may cancel within the **free-look period** (30 days for life, 10 days\nfor supplemental health) after policy delivery for a full refund of premium paid.\nThe period and refund right must be disclosed at bind and recorded.\n"
    },
    {
      "doc_id": "KB-DISC-WHOLE-LIFE",
      "title": "Whole life disclosures: surrender, cash value, not an investment",
      "category": "COMPLIANCE",
      "applies_to": "{\"lines\": [\"LIFE_W\"]}",
      "snippet": "Before binding whole life, disclose and record: (1) **surrender charges** apply for\nthe first several policy years and reduce early cash value; (2) cash value accrues\nslowly and may be borrowed against, reducing the death benefit; (3) whole…"
    }
  ]
}
⚙ query_db(SELECT doc_id, title, category FROM kb_documents WHERE body_md LIKE '%verify%…)
{
  "sql": "SELECT doc_id, title, category FROM kb_documents WHERE body_md LIKE '%verify%' OR title LIKE '%verify%' OR body_md LIKE '%auth%' OR title LIKE '%auth%' OR body_md LIKE '%ident%' OR title LIKE '%ident%'"
}
{
  "rows": [
    {
      "doc_id": "KB-GLOSSARY-AUTO",
      "title": "Auto coverage codes, decoded",
      "category": "GLOSSARY"
    },
    {
      "doc_id": "KB-WA-HOSP-INDEM",
      "title": "WA: hospital indemnity not available",
      "category": "COMPLIANCE"
    },
    {
      "doc_id": "KB-LOYALTY-AUTHORITY",
      "title": "PineRewards points: what a service rep may post",
      "category": "POLICY"
    },
    {
      "doc_id": "KB-DISC-HLTH-SUPP",
      "title": "Supplemental health: not major-medical; pre-existing limits",
      "category": "COMPLIANCE"
    }
  ],
  "row_count": 4,
  "truncated": false
}
⚙ query_db(SELECT doc_id, title, category FROM kb_documents)
{
  "sql": "SELECT doc_id, title, category FROM kb_documents"
}
{
  "rows": [
    {
      "doc_id": "KB-GLOSSARY-AUTO",
      "title": "Auto coverage codes, decoded",
      "category": "GLOSSARY"
    },
    {
      "doc_id": "KB-LEGACY-XWALK",
      "title": "Reading an EVERGREEN plan code (legacy → CANOPY)",
      "category": "HOWTO"
    },
    {
      "doc_id": "KB-AUTO-TIERS",
      "title": "Auto tiers: Sapling → Pine → Evergreen → Sequoia",
      "category": "POLICY"
    },
    {
      "doc_id": "KB-HERITAGE",
      "title": "Heritage tier (retired 2009) — do not drop without disclosure",
      "category": "UNDERWRITING"
    },
    {
      "doc_id": "KB-EVERGREEN-CLASSIC",
      "title": "Evergreen Classic (Home, retired 2018) — wind/hail math",
      "category": "UNDERWRITING"
    },
    {
      "doc_id": "KB-UMBR-UNDERLYING",
      "title": "Umbrella requires an underlying policy",
      "category": "UNDERWRITING"
    },
    {
      "doc_id": "KB-CONDO-MASTER",
      "title": "Condo loss assessment & the HOA master policy",
      "category": "POLICY"
    },
    {
      "doc_id": "KB-SUITABILITY",
      "title": "Suitability requirement for Life & Health",
      "category": "COMPLIANCE"
    },
    {
      "doc_id": "KB-AUTO-GAP",
      "title": "GAP coverage eligibility",
      "category": "UNDERWRITING"
    },
    {
      "doc_id": "KB-WA-HOSP-INDEM",
      "title": "WA: hospital indemnity not available",
      "category": "COMPLIANCE"
    },
    {
      "doc_id": "KB-TX-MOTO",
      "title": "TX: motorcycle custom-parts coverage unavailable",
      "category": "UNDERWRITING"
    },
    {
      "doc_id": "KB-NE-MIN-LIMITS",
      "title": "NY/NJ minimum auto liability limits",
      "category": "COMPLIANCE"
    },
    {
      "doc_id": "KB-FL-HURRICANE",
      "title": "FL: separate hurricane deductible",
      "category": "COMPLIANCE"
    },
    {
      "doc_id": "KB-CA-RATING",
      "title": "CA: prohibited auto rating factors",
      "category": "COMPLIANCE"
    },
    {
      "doc_id": "KB-LOYALTY-AUTHORITY",
      "title": "PineRewards points: what a service rep may post",
      "category": "POLICY"
    },
    {
      "doc_id": "KB-CLAIMS-STATUS",
      "title": "Claim status: FNOL → OPEN → CLOSED, and who may move it",
      "category": "POLICY"
    },
    {
      "doc_id": "KB-DISC-FREELOOK",
      "title": "Free-look period",
      "category": "COMPLIANCE"
    },
    {
      "doc_id": "KB-DISC-WHOLE-LIFE",
      "title": "Whole life disclosures: surrender, cash value, not an investment",
      "category": "COMPLIANCE"
    },
    {
      "doc_id": "KB-DISC-HLTH-SUPP",
      "title": "Supplemental health: not major-medical; pre-existing limits",
      "category": "COMPLIANCE"
    },
    {
      "doc_id": "KB-DISC-UMUIM",
      "title": "UM/UIM selection or rejection",
      "category": "COMPLIANCE"
    },
    {
      "doc_id": "KB-PROMO-WELCOME15",
      "title": "WELCOME15 terms",
      "category": "PROMO"
    },
    {
      "doc_id": "KB-PROMO-PINEBUNDLE",
      "title": "PINEBUNDLE terms",
      "category": "PROMO"
    },
    {
      "doc_id": "KB-PROMO-SPRINGSAVE25",
      "title": "SPRINGSAVE25 terms",
      "category": "PROMO"
    },
    {
      "doc_id": "KB-PROMO-PETLOVE",
      "title": "PETLOVE terms",
      "category": "PROMO"
    },
    {
      "doc_id": "KB-PROMO-GREENSTART",
      "title": "GREENSTART — retired rider ($0)",
      "category": "PROMO"
    },
    {
      "doc_id": "KB-PROMO-COASTALSHIELD",
      "title": "COASTALSHIELD terms",
      "category": "PROMO"
    }
  ],
  "row_count": 26,
  "truncated": false
}
⚙ query_db(SELECT * FROM policies WHERE cust_id = 'CUST-heritage-auto')
{
  "sql": "SELECT * FROM policies WHERE cust_id = 'CUST-heritage-auto'"
}
{
  "rows": [
    {
      "policy_id": "POL-heritage-auto-p_auto",
      "cust_id": "CUST-heritage-auto",
      "line": "AUTO",
      "tier_id": "AUTO:HERITAGE",
      "status": "ACTIVE",
      "effective_date": "2025-02-01",
      "expiration_date": "2026-02-01",
      "term_months": 12,
      "rating_as_of": "2025-02-01",
      "base_premium_cents": 199544,
      "final_premium_cents": 176297,
      "premium_breakdown": "[{\"step\": \"BASE\", \"code\": \"base\", \"detail\": \"base_rate $900\", \"factor\": null, \"amount_cents\": null, \"running_cents\": 90000}, {\"step\": \"BASE\", \"code\": \"tier:HERITAGE\", \"detail\": \"tier factor \\u00d71.35\", \"factor\": 1.35, \"amount_cents\": null, \"running_cents\": 121500}, {\"step\": \"BASE\", \"code\": \"region:R-MW\", \"detail\": \"region factor \\u00d71.0\", \"factor\": 1.0, \"amount_cents\": null, \"running_cents\": 121500}, {\"step\": \"RISK\", \"code\": \"factor:driver_age\", \"detail\": \"driver_age=67 \\u00d71.18\", \"factor\": 1.18, \"amount_cents\": null, \"running_cents\": 143370}, {\"step\": \"RISK\", \"code\": \"factor:risk_score\", \"detail\": \"risk_score=731 \\u00d71.0\", \"factor\": 1.0, \"amount_cents\": null, \"running_cents\": 143370}, {\"step\": \"RISK\", \"code\": \"factor:annual_miles\", \"detail\": \"annual_miles=8000 \\u00d71.0\", \"factor\": 1.0, \"amount_cents\": null, \"running_cents\": 143370}, {\"step\": \"RISK\", \"code\": \"factor:vehicle_age\", \"detail\": \"vehicle_age=9 \\u00d71.0\", \"factor\": 1.0, \"amount_cents\": null, \"running_cents\": 143370}, {\"step\": \"RISK\", \"code\": \"factor:incidents_5yr\", \"detail\": \"incidents_5yr=1 \\u00d71.2\", \"factor\": 1.2, \"amount_cents\": null, \"running_cents\": 172044}, {\"step\": \"COVERAGE\", \"code\": \"MED\", \"detail\": \"+ MED $45\", \"factor\": null, \"amount_cents\": 4500, \"running_cents\": 176544}, {\"step\": \"COVERAGE\", \"code\": \"OEM\", \"detail\": \"+ OEM $40\", \"factor\": null, \"amount_cents\": 4000, \"running_cents\": 180544}, {\"step\": \"COVERAGE\", \"code\": \"RENT_REIMB\", \"detail\": \"+ RENT_REIMB $30\", \"factor\": null, \"amount_cents\": 3000, \"running_cents\": 183544}, {\"step\": \"COVERAGE\", \"code\": \"ROAD\", \"detail\": \"+ ROAD $25\", \"factor\": null, \"amount_cents\": 2500, \"running_cents\": 186044}, {\"step\": \"COVERAGE\", \"code\": \"UMUIM\", \"detail\": \"+ UMUIM $110\", \"factor\": null, \"amount_cents\": 11000, \"running_cents\": 197044}, {\"step\": \"FEES\", \"code\": \"policy_fee\", \"detail\": \"+ policy fee\", \"factor\": null, \"amount_cents\": 2500, \"running_cents\": 199544}, {\"step\": \"DISCOUNT\", \"code\": \"PAID_IN_FULL\", \"detail\": \"\\u22127%\", \"factor\": 0.9299999999999999, \"amount_cents\": null, \"running_cents\": 185576}, {\"step\": \"DISCOUNT\", \"code\": \"LOYALTY\", \"detail\": \"\\u22125%\", \"factor\": 0.95, \"amount_cents\": null, \"running_cents\": 176297}]",
      "rating_inputs": "{\"billing\": {\"plan\": \"PAY_IN_FULL\", \"autopay\": false, \"paperless\": false}, \"incidents_5yr\": 1, \"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
}

Hi Walter! I can absolutely help you update your email address. To verify your identity and protect your account security, could you please confirm your date of birth or the zip code associated with your policy?

58k in · 1,278 out · $0.07 · 14.0s
Customer

Sure, no problem. My zip code is 43215 — that's Columbus, Ohio.

Agent
⚙ query_db(SELECT * FROM addresses WHERE address_id = (SELECT address_id FROM customers …)
{
  "sql": "SELECT * FROM addresses WHERE address_id = (SELECT address_id FROM customers WHERE cust_id = 'CUST-heritage-auto')"
}
{
  "rows": [
    {
      "address_id": "ADDR-heritage-auto",
      "line1": "4501 Elm St",
      "city": "Columbus",
      "state": "OH",
      "zip": "43215",
      "region": "R-MW"
    }
  ],
  "row_count": 1,
  "truncated": false
}
⚙ update_contact(walter.p@example.com, CUST-heritage-auto)
{
  "email": "walter.p@example.com",
  "cust_id": "CUST-heritage-auto"
}
{
  "ok": true,
  "rows_affected": 1,
  "changeset": {
    "customers": {
      "changed": [
        {
          "pk": {
            "cust_id": "CUST-heritage-auto"
          },
          "fields": {
            "email": [
              "walter.pennington@example.com",
              "walter.p@example.com"
            ]
          }
        }
      ]
    }
  }
}

Thanks for confirming, Walter! I've successfully updated the email address on your account to walter.p@example.com.

Is there anything else I can assist you with today regarding your auto policy or anything else?

32k in · 357 out · $0.05 · 6.9s
Customer

That's wonderful — thank you so much! No, that's all I needed. I appreciate your help!

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

You're very welcome, Walter! I'm glad we could get that updated for you quickly. Thank you for choosing PEICO, and have a wonderful day!

22k in · 195 out · $0.03 · 3.0s