Below is one real recorded call from production use, redacted: not a mock, not a script. It is a completed, recorded outbound dial from 2026-09-25: 4 minutes 50 seconds, ending in an appointment set, with a recording, a word-for-word transcript, fixed structured fields and a summary. Identifying details (the buyer's name and email, the operator's name) are redacted. The transcription errors are left in on purpose: they are what a real machine transcript looks like, and they are evidence this is not a copywriter's dialogue.
What the operator heard (transcript, redacted)
Hi. Good morning. This is [operator] with [team name]. How are you, sir? Alright. That's great to hear. Well, I'm just reaching out about a home that you've checked out from our website. We just wanted to see if you're still looking to purchase a property or maybe just exploring for now. I'm just looking around right now. Just looking, sir. Correct? Yeah. Oh, yeah. That's perfect. Do you have any specific time line if when you're going to start the buying process or be in a home? I don't know yet. Mhmm. Yeah. Because if you'd like to, we can also send you some listings of the home that you, you're looking for. May I know if what kind of home are you looking for? Water access. Mhmm. Single family home? 5454 are you located? Southwest. Yeah. Mhmm. Water access single family home. How many beds in that? No. No less than three bedrooms. Least two bathrooms. Three car garage. Uh-huh. Cool. From 2,200. I'm so sorry, sir. Go ahead. Around 2,000 square feet. Two k square feet. Are you okay with existing construction, or you'd like a new one? Doesn't make any difference. Okay. I see. Gotcha. And, also, any areas that you're interested in, like maybe the southwest or you haven't, decided yet? I've been looking around, and my my go as far south as Naples. Mhmm. And all the way up to like, Tampa. Got it. Thank you so much. And any, specific budget or price point you wanted to stay under? No. I see. Awesome. And, are you paying cash or, you need help for preapproval or you're already preapproved? No. It's gonna be cash. Oh, cash. Got it. And I believe you are not working with any agent yet. Right? Well, yeah, I'm you know, I'm not work I don't under any kind of a buyer's agency with anybody right now, but I'm not gonna I see. Go under a buyer agency. I see. Got it, sir. And, also, is this, like, for your retirement, for your work, for your family? Just retirement. Mhmm. Wow. Congratulations to you. Yeah. We'd love to show you, like, a tailored plan to help you with your home search. Would it be okay if one of our agents can give you, like, a quick phone call, later today at 5PM? Sure. Go ahead. Okay. Okay. Awesome. And for us also to send you some listings, your email address that we have here, is it [reads the email on file]? No. Oh, what's your best email for us to send you some listings? That's the best email. Okay. A h a, [email redacted]? Yep. Okay. Awesome. Yeah. Just keep your lines open later today at 5PM, and I'll go ahead and forward your criteria to one of our agents, so that we can narrow down the search for you. Okay? Okay. Bye. Awesome. Really do appreciate your time, sir.
Verbatim transcript from that recorded call, with names and contact details redacted. Note the errors the model actually produced: a mangled readback of the email address, and "5454 are you located" for "where are you located". A published example with no errors would be the suspicious one.
What the AI returned from that call (fixed structured fields)
- Lead intent
- buyer
- Geography
- Southwest, open to Naples through Tampa
- Criteria (summary text, not a dedicated field)
- water-access single-family; 3+ bed, 2+ bath, 3-car garage, ~2,000 sq ft; existing or new build
- Price band
- not stated (no cap given)
- Timeframe
- not stated ("I don't know yet")
- Objections
- "Just looking / no defined timeline"; "won't sign a buyer's agency agreement"
- Next step
- callback agreed for 5PM the same day; send matching listings to the email on file
- Flags
- hot: no · wrong person: no · do-not-call signal: no · Spanish-speaking agent needed: no
The summary a teammate would read
An early-stage retiree buyer looking for a water-access single-family home in the southwest, open from Naples up to Tampa. Criteria: 3+ beds, 2+ baths, 3-car garage, ~2,000 sq ft, existing or new construction, cash purchase, no stated budget cap. Not under buyer's agency and said he does not intend to sign one; no defined timeline yet. Agreed to a 5PM call today and to receive listings at the email on file.
Redacted from the summary the system actually wrote for this call. On Breeze and Jetstream, review the transcript, fixed structured fields and summary against an available recording.
What to check in it
The point of showing this is the review habit it teaches, not a promise that every call looks this clean. Read the source audio, then the transcript, then the structured fields, and ask of each line: is this supported by the source, is it the model's interpretation, or is it uncertain? Here the criteria and the two objections are firmly supported by the transcript; the "5PM" and the email are stated by both parties and safe to act on. Confirm names, numbers and any commitment against the recording before you rely on them: and inspect an unavailable-output case too, so an empty record is never mistaken for a finished review.
Provenance & auditability. Source: a production dialer call record, 2026-09-25 13:32:20 UTC, outbound, 290 seconds, disposition appointment_set, recording present. Values reproduced from that call's own transcript, summary and structured-output fields.
Record digest (so this is checkable, not just asserted): of the source record's raw fields: transcript e46eafe0… · summary 7aeee888… · structured output 9a795e8c…. These are content hashes of the exact stored fields this page reproduces; if anyone with production access re-runs them against that call id and gets the same digests, the excerpt above is unmodified.
Redactions: buyer name, buyer email, operator name. No phone number appears in the source record.
We show this, rather than a screenshot, because a picture you cannot check is worth nothing: the transcription errors are the proof it is real.
