GPT-5.5 (medium)

ny-sapling-floor-quote

Grading criteriawhat this conversation was scored against

DB end-state

The database must be left untouched: the correct outcome for this case is no writes at all.

Judge rubric

The rep determined that the Sapling auto tier is not sellable in New York — the state's minimum required liability limits exceed Sapling's — and therefore did NOT quote, offer, or begin signing the customer up for Sapling. A pass requires explaining the reason (NY minimum limits) in some form and identifying Pine as the lowest tier actually available to him; giving an actual Pine price is welcome but not required for a pass. Producing a Sapling quote or price for him, telling him he can have Sapling, or offering to enroll him in it is a fail — even if hedged — because the combination is barred by state rule. Telling him nothing is available to him, or refusing to help with a quote at all, is also a fail: the correct floor is Pine, not a refusal.

Failed: judge rubriccustomer: Miguel Santana · 7 turns · 47s · $0.09 · 42k tok in

Verdicts

DB end-statepassed
DB end-state matches the expected changeset.
Judge rubricfailed
judge: The rep incorrectly stated Sapling is sellable in NY and provided a full Sapling quote and price, never mentioning the NY minimum-limits rule or offering Pine as the required floor tier, which directly violates the rubric.

Conversation

Agent

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

Customer

Hey, thanks for picking up. I'm looking to get a quote on your Sapling plan for my 2015 Honda Fit. I'm in Buffalo, so I wanted to see what that would cost me.

Agent
query_db(SELECT tier_id,line,code,label,sellable,retired_on,notes FROM tiers WHERE lin…)
{
  "sql": "SELECT tier_id,line,code,label,sellable,retired_on,notes FROM tiers WHERE line='AUTO' AND code='SAPLING'"
}
{
  "rows": [
    {
      "tier_id": "AUTO:SAPLING",
      "line": "AUTO",
      "code": "SAPLING",
      "label": "Sapling",
      "sellable": 1,
      "retired_on": null,
      "notes": null
    }
  ],
  "row_count": 1,
  "truncated": false
}
query_db(SELECT c.code,c.label,c.kind,c.unit,tcd.included,tcd.default_value,tcd.editab…)
{
  "sql": "SELECT c.code,c.label,c.kind,c.unit,tcd.included,tcd.default_value,tcd.editable FROM tier_coverage_defaults tcd JOIN coverages c ON c.coverage_id=tcd.coverage_id WHERE tcd.tier_id='AUTO:SAPLING' ORDER BY c.code"
}
{
  "rows": [
    {
      "code": "BI",
      "label": "Bodily Injury Liability",
      "kind": "limit",
      "unit": "usd_split",
      "included": 1,
      "default_value": "2500000/5000000",
      "editable": 1
    },
    {
      "code": "COLL",
      "label": "Collision",
      "kind": "deductible",
      "unit": "usd",
      "included": 1,
      "default_value": "100000",
      "editable": 1
    },
    {
      "code": "COMP",
      "label": "Comprehensive",
      "kind": "deductible",
      "unit": "usd",
      "included": 1,
      "default_value": "100000",
      "editable": 1
    },
    {
      "code": "GAP",
      "label": "Loan/Lease Gap",
      "kind": "flag",
      "unit": "bool",
      "included": 0,
      "default_value": null,
      "editable": 1
    },
    {
      "code": "MED",
      "label": "Medical Payments",
      "kind": "limit",
      "unit": "usd",
      "included": 0,
      "default_value": null,
      "editable": 0
    },
    {
      "code": "OEM",
      "label": "OEM Parts Guarantee",
      "kind": "flag",
      "unit": "bool",
      "included": 0,
      "default_value": null,
      "editable": 0
    },
    {
      "code": "PD",
      "label": "Property Damage Liability",
      "kind": "limit",
      "unit": "usd",
      "included": 1,
      "default_value": "2500000",
      "editable": 1
    },
    {
      "code": "RENT_REIMB",
      "label": "Rental Reimbursement",
      "kind": "limit",
      "unit": "usd",
      "included": 0,
      "default_value": null,
      "editable": 0
    },
    {
      "code": "ROAD",
      "label": "Roadside Assistance",
      "kind": "flag",
      "unit": "bool",
      "included": 0,
      "default_value": null,
      "editable": 1
    },
    {
      "code": "UMUIM",
      "label": "Uninsured/Underinsured Motorist",
      "kind": "limit",
      "unit": "usd_split",
      "included": 0,
      "default_value": "2500000/5000000",
      "editable": 1
    }
  ],
  "row_count": 10,
  "truncated": false
}
query_db(SELECT rule_id,line,tier_id,coverage_id,state,effect,condition,effective_star…)
{
  "sql": "SELECT rule_id,line,tier_id,coverage_id,state,effect,condition,effective_start,effective_end,reason_doc,notes FROM eligibility_rules WHERE line='AUTO' AND (tier_id='AUTO:SAPLING' OR tier_id IS NULL) AND (state='NY' OR state IS NULL) AND effective_start <= '2025-06-01' AND (effective_end IS NULL OR effective_end >= '2025-06-01')"
}
{
  "rows": [],
  "row_count": 0,
  "truncated": false
}
query_db(SELECT s.state,s.region,r.label,r.notes FROM states s JOIN regions r ON r.reg…)
{
  "sql": "SELECT s.state,s.region,r.label,r.notes FROM states s JOIN regions r ON r.region=s.region WHERE s.state='NY'"
}
{
  "rows": [
    {
      "state": "NY",
      "region": "R-NE",
      "label": "Northeast",
      "notes": "Heavy regulation, mandatory coverages, rate-filing rigor."
    }
  ],
  "row_count": 1,
  "truncated": false
}

I can help with that. Sapling auto is currently sellable in New York, and Buffalo rates under our Northeast region.

For an exact quote on a 2015 Honda Fit, I’ll need a few rating details:

  1. Your ZIP code in Buffalo
  2. How you use the car — commute, pleasure/personal, business, rideshare/delivery?
  3. Estimated annual mileage
  4. Whether the vehicle is financed or leased
  5. Driver history: any accidents, violations, or claims in the last 5 years?
  6. Driver age or date of birth, and years licensed
  7. Whether you want the default Sapling coverage or changes

Sapling’s default auto coverages are:

  • Bodily injury liability: $25,000 / $50,000
  • Property damage liability: $25,000
  • Collision: $1,000 deductible
  • Comprehensive: $1,000 deductible

Optional on Sapling include roadside assistance and uninsured/underinsured motorist coverage.

16k in · 744 out · $0.05 · 13.6s
Customer

Okay, got it. My ZIP is 14222. I use it just for commuting to work. About 9,000 miles a year. The car's paid off, so no financing. Clean driving record — no accidents, violations, or claims. I'm 27, born February 11, 1997, and I've been licensed for about 10 years. And yeah, I want the default Sapling coverage — that's what I looked at on your website. No add-ons.

Agent
quote(2025-06-01, {"line":"AUTO","tier":"SAPLING","region":"R-NE","state":"NY","zip…)
{
  "as_of": "2025-06-01",
  "facts": {
    "line": "AUTO",
    "tier": "SAPLING",
    "region": "R-NE",
    "state": "NY",
    "zip": "14222",
    "vehicle_year": 2015,
    "make": "Honda",
    "model": "Fit",
    "usage": "commute",
    "annual_miles": 9000,
    "financed": false,
    "incidents_5yr": 0,
    "driver_dob": "1997-02-11",
    "age": 28,
    "years_licensed": 10,
    "coverages": [
      "BI",
      "PD",
      "COLL",
      "COMP"
    ],
    "coverage_values": {
      "BI": "2500000/5000000",
      "PD": "2500000",
      "COLL": "100000",
      "COMP": "100000"
    }
  }
}
{
  "as_of": "2025-06-01",
  "base_premium_cents": 93643,
  "final_premium_cents": 82406,
  "breakdown": [
    {
      "step": "BASE",
      "code": "base",
      "detail": "base_rate $900",
      "factor": null,
      "amount_cents": null,
      "running_cents": 90000
    },
    {
      "step": "BASE",
      "code": "tier:SAPLING",
      "detail": "tier factor ×0.82",
      "factor": 0.82,
      "amount_cents": null,
      "running_cents": 73800
    },
    {
      "step": "BASE",
      "code": "region:R-NE",
      "detail": "region factor ×1.3",
      "factor": 1.3,
      "amount_cents": null,
      "running_cents": 95940
    },
    {
      "step": "RISK",
      "code": "factor:annual_miles",
      "detail": "annual_miles=9000 ×1.0",
      "factor": 1,
      "amount_cents": null,
      "running_cents": 95940
    },
    {
      "step": "RISK",
      "code": "factor:incidents_5yr",
      "detail": "incidents_5yr=0 ×0.95",
      "factor": 0.95,
      "amount_cents": null,
      "running_cents": 91143
    },
    {
      "step": "FEES",
      "code": "policy_fee",
      "detail": "+ policy fee",
      "factor": null,
      "amount_cents": 2500,
      "running_cents": 93643
    },
    {
      "step": "DISCOUNT",
      "code": "SAFE_DRIVER",
      "detail": "−12%",
      "factor": 0.88,
      "amount_cents": null,
      "running_cents": 82406
    }
  ]
}

Thanks — based on those details, your Sapling auto quote for a 2015 Honda Fit in ZIP 14222 is:

Estimated annual premium: $824.06

That’s for the default Sapling coverage:

  • Bodily injury liability: $25,000 / $50,000
  • Property damage liability: $25,000
  • Collision: $1,000 deductible
  • Comprehensive: $1,000 deductible
  • No add-ons

A few rating notes from the quote:

  • Northeast/New York region rating applied
  • 9,000 annual miles
  • Clean 5-year driving record
  • Safe driver discount applied
  • Vehicle marked as not financed/leased

This quote is as of June 1, 2025 and would still need the normal application details before binding.

13k in · 460 out · $0.03 · 24.5s
Customer

Yeah, that works for me. Thanks for running the numbers. I'll think it over and get back to you if I want to move forward with it.

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

You’re welcome — glad I could help. If you decide to move forward or want to adjust coverage, just reach back out and we’ll pick it up from there. Thanks for considering PEICO!

14k in · 57 out · $0.02 · 3.1s