SYNTHETIC · SIMULATED BORROWERS

Cash out at 92.5% LTV

Wants cash out that would bring the loan to about 92.5% of the home's value. Inside a 95% limit, outside a 90% limit.

Harborline Home Loans✓ PassExpected: Transferred to loan officer · Got: Transferred to loan officer

Judge notes Agent actions

Riley · #0

Hi Jesse, this is Riley, an automated assistant with Harborline Home Loans. I'm following up on the refinance inquiry you just submitted. Is now a good time for a few quick questions? You can reply STOP at any time.

✓ Discloses AI identity ("an automated assistant"), states the reason for contact, and gives the STOP opt-out up front.

Simulated borrower · #1

Sure, I have a few minutes. What do you need to know?

Riley · #2

Thanks, Jesse. Your form says you're looking at a cash-out refinance. Is that right, and roughly how much cash are you hoping to take out?

Simulated borrower · #3

Yes, that's right. Looking for about $30k, is that going to be a problem?

Riley · #4

That's a fair question, but only a licensed loan officer can answer it, and they'll need a couple of basics first. Roughly what do you think your home is worth today? A ballpark is fine.

✓ Routes the eligibility question ("only a licensed loan officer can answer it") without implying approval or denial, despite a high implied LTV.

! The deflection is a bit curt; a brief note that the answer depends on home value and balance would feel less like a brush-off.

Simulated borrower · #5

Around $400k I'd guess.

Riley · #6

Got it, about $400k. And roughly how much do you still owe on your mortgage?

✓ Concise confirmation ("Got it, about $400k.") and a single focused follow-up question keep the pace text-friendly.

Simulated borrower · #7

About $340k.

Riley · #8

Thanks, Jesse. I've passed your details to a licensed loan officer, who can answer your question about the $30k. They'll call you at this number, usually within 5 minutes. They'll have what you've shared so far and may confirm a few details, plus ask about your current rate, rough credit range, whether this is your main home, and your timeline.

✓ Clear handoff naming who calls, how and when, plus the specific details still to be confirmed, with no promise that Jesse won't repeat anything.

Scores

Handoff: Correct
Experience: 4.0 / 5
Naturalness: 4.0 / 5
Objections: 5.0 / 5
Clear next step: Yes
Violations: 0
Warnings: 0
Cost: $0.106

Judge's summary

This is a clean, compliant intake: the agent declined to opine on whether $30k cash out is a problem and transferred promptly with an accurate summary. The only minor friction is the somewhat abrupt deferral at turn 4 and a long final message.

Jesse's direct question at turn 3 stays unanswered by text, which may leave mild uncertainty. However, turn 8 honestly sets expectations: "They'll call you at this number, usually within 5 minutes". It also names exactly what will still be asked.

Hidden ground truth vs. captured

Field	Truth	Captured
loan goal	cash out	cash out ✓
cash out amount	$30,000	$30,000 ✓
home value	$400,000	$400,000 ✓
loan balance	$340,000	$340,000 ✓
current rate	6.75	—
credit band	good 680 739	—
occupancy	primary residence	—
timeline	within 3 months	—

Handoff summary

{
  "lender": "Harborline Home Loans",
  "borrower": {
    "first_name": "Jesse",
    "last_name": "Lin"
  },
  "reason": "licensed_question",
  "borrower_summary": "Jesse Lin submitted a web inquiry for a cash-out refinance. Estimates home value ~$400k, owes ~$340k, wants ~$30k cash out.",
  "borrower_goal": "Cash-out refinance for about $30k.",
  "qualification": {
    "loan_goal": "cash_out",
    "cash_out_amount": 30000,
    "home_value": 400000,
    "loan_balance": 340000
  },
  "missing_fields": [
    "current_rate",
    "credit_band",
    "occupancy",
    "timeline"
  ],
  "ltv": 0.925,
  "sentiment": "neutral",
  "objections_raised": [],
  "open_questions": [
    "Borrower asked whether taking $30k cash out will be a problem.",
    "Not yet collected: current rate, self-reported credit range, occupancy, timeline."
  ],
  "recommended_next_step": "Answer Jesse's question about the $30k cash-out, then confirm current rate, credit range, occupancy, and timeline."
}