Use cases

Check casino support calls for disclosures and verification, even without speaker labels

Reads a call transcription that has no speaker labels and checks the recording notice, names, identity checks before account details, consent before changes and card numbers spoken aloud.

Try it on this example

Example · A call to raise a deposit limit, transcribed without speaker labels

Channel (call): Call

The call transcription, start to finish

Kestrel Play, Sofia speaking. Hi, I want to raise my deposit limit, it's 200 a week now. Okay, I can see your limit is 200 and you deposited 200 on Monday already. Can I just take your date of birth? Fourteenth of March 1991. And the email on the account? dan.m at example dot com. Thanks. A limit increase has a 24 hour cooling-off period. Shall I set it to 500? Yes please. Done, it will apply tomorrow at 10 am. Great, bye. Bye.
  1. Is this text a transcription of a spoken call?Yes97%
  2. Can you tell from the content which words come from the representative and which from the customer?Yes84%
  3. Is the customer told that the call is recorded or monitored?No93%
  4. Does the representative give their own name?Yes85%
  5. Is the company named by its representative or announcement?Yes98%
  6. Was the customer's identity confirmed before account details were discussed?Only after details were discussed91%
  7. Did the customer clearly agree before any change was made to their account?Agreed first99%
  8. Is a full card number, card security code or password spoken on the call?No88%
  9. Before the call ends, does the representative check whether the customer needs anything else?No90%
  10. Overall, how did the call meet the call standards?Material gap98%

These are real answers stored from one run on this example.

The prism behind it

Check casino support calls for disclosures and verification, even without speaker labels10 questions

Fields

  • Channel (call)
  • The call transcription, start to finish

Context

We are Kestrel Play, an online casino and sportsbook. The text is a transcription of a support call. It usually has no speaker labels, so work out from what is said which words come from our representative and which from the customer. Ask what happened on the call rather than relying on labels. The answers choose which calls a compliance reviewer listens to; the reviewer decides. Call standards: - The customer is told the call is recorded. - The representative gives their name and names Kestrel Play. - Before discussing balances, transactions, documents or limits, the representative confirms two of: full name, date of birth, registered email, postcode. - A change to the account, such as a limit, a closure or a payment, is made only after the customer clearly agrees to it. - Nobody reads out a full card number, security code or password. - Before the call ends, the representative checks whether the customer needs anything else.

Questions

  1. Is this text a transcription of a spoken call? Yes / No

    The other questions mean something only when the answer is yes. Yes: The text reads as speech between two or more people. No: The text is written correspondence such as an email or a chat.

  2. Can you tell from the content which words come from the representative and which from the customer? Yes / No

    Yes: For most of the call it is clear from what is said who is speaking. No: It is often unclear who says what, so answers about who did what are unreliable.

  3. Is the customer told that the call is recorded or monitored? Yes / No

    A recorded announcement captured in the transcription counts. Yes: The call contains a statement that it is recorded or monitored. No: No such statement appears.

  4. Does the representative give their own name? Yes / No

    Yes: The person answering for the company states their name. No: They never state their name.

  5. Is the company named by its representative or announcement? Yes / No

    Yes: Kestrel Play is named on the company side. No: The company is never named.

  6. Was the customer's identity confirmed before account details were discussed? Choice

    • Before account details The customer was asked for identifying details and answered before balances, transactions, documents or limits were discussed.
    • Only after details were discussed Identifying details were asked for only after account details came up.
    • Not done Account details were discussed and no identity check took place, or the representative gave the details themselves.
    • Not needed No account details were discussed on the call.
  7. Did the customer clearly agree before any change was made to their account? Choice

    Changes include a limit, a closure, a self-exclusion, a payment, a withdrawal cancellation or a change of details.

    • Agreed first Every change was made after the customer clearly agreed to it.
    • Made without agreement A change was made without the customer clearly agreeing first.
    • No change made No change was made to the account on the call.
  8. Is a full card number, card security code or password spoken on the call? Yes / No

    Yes: Such a value appears in full in the transcription. No: No such value appears in full. The last four digits of a card do not count.

  9. Before the call ends, does the representative check whether the customer needs anything else? Yes / No

    Yes: The representative asks if there is anything else or confirms the customer is happy with the outcome. No: The call ends without such a check, or the transcription stops abruptly.

  10. Overall, how did the call meet the call standards? Choice

    • Met Every standard that applied to this call was met.
    • Minor gaps A standard was met late or incompletely, and none was missed outright.
    • Material gap At least one standard that applied was missed outright.

Lens columns

is_call_transcript, is_call_transcript_probability, speakers_distinguishable, speakers_distinguishable_probability, recording_notice, recording_notice_probability, representative_named, representative_named_probability, company_named, company_named_probability, identity_check, identity_check_probability, consent_before_change, consent_before_change_probability, sensitive_data_spoken, sensitive_data_spoken_probability, anything_else_check, anything_else_check_probability, compliance_outcome, compliance_outcome_probability

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