Find the complaints nobody logs
Prismlet reads every call, chat and email to your bank or lender against your complaint definition, UK or US, and answers the same questions your complaints team now works out by hand. It flags a complaint the agent fixed but never handled as one, even when the customer never used the word.
Ask for an inviteToday
- QA reads a small sample of calls, chats and emails after the fact, for example 1 or 2 in every 100. Most contacts are never reviewed.
- A complaint fixed on the call is easy to leave unlogged: the problem is solved, so it never feels like a complaint.
- A keyword search for "complaint" misses "not happy tbh", "sort your system out" and the other ways customers say it.
- What counts as a complaint differs between regimes, and between the regulator's definition and your own complaint policy.
What changes
- Every call, chat and email gets the same questions, answered against your complaint definition, and each answer says how sure it is.
- Each likely complaint comes with its product and cause, for a complaints handler to confirm and log. The unsure ones can go to a handler too.
- The answers show which complaints the agent fixed but never handled as one, so you can count under-recording from your own contacts.
- The complaint definition sits in the prism's context, so it can follow the rules your regulator sets or your own complaint policy.
Try it on this example
Channel (call transcript, chat, email, letter, social): chat
The whole contact
- Does the customer express dissatisfaction with something the firm did or failed to do?Yes98%
- Under the complaint definition in the context, is this contact a complaint?Yes97%
- What harm does the customer say they have suffered or may suffer?Money lost or charged100%
- Which of the firm's products is the contact about?Payments and transfers100%
- What is the customer mainly dissatisfied about?Payment or transaction error100%
- Did the agent handle the customer's dissatisfaction as a complaint?Not handled as a complaint100%
- How does the customer's issue stand at the end of the contact?Resolved and accepted100%
- Does the customer ask for money back, compensation or a goodwill payment?Yes99%
- Does the customer say they have gone, or will go, to an ombudsman, regulator, lawyer, the press or social media?No91%
- Is the dissatisfaction about a payment service?Yes98%
- Is there enough in the text to tell whether the customer is dissatisfied, and with what?Yes99%
These are real answers stored from one run on this example.
Channel (call transcript, chat, email, letter, social): call transcript
The whole contact
- Does the customer express dissatisfaction with something the bank did or failed to do?Yes99%
- Under the complaint definition in the context, is this contact a complaint?Yes98%
- What harm does the customer say they have suffered or may suffer?Money lost or charged100%
- Which of the bank's products is the contact about?Debit card use100%
- What is the customer mainly dissatisfied about?Fraud, scam or dispute handling100%
- Did the agent handle the customer's dissatisfaction as a complaint?Not handled as a complaint99%
- How does the customer's issue stand at the end of the contact?Not resolved89%
- Does the customer ask for money back, compensation or a goodwill payment?Yes99%
- Does the customer say they have gone, or will go, to an ombudsman, regulator, lawyer, the press or social media?Yes95%
- Does the customer say a transaction, charge, account entry or credit report item is wrong or was not authorized by them?Yes99%
- Does the customer say they were treated differently because of a protected characteristic such as race, sex or age?No94%
- Is there enough in the text to tell whether the customer is dissatisfied, and with what?Yes99%
These are real answers stored from one run on this example.
Test it on your own data
The quickest way to decide is a file run on your own records. A file run in the app answers up to 10,000 rows and gives you the file back with the answers added.
This is for the first prism, Find the complaints customers never call complaints (UK). Each prism lists its own fields in "The prisms behind it" below.
- What to send
- A CSV or TSV file with column names in the first row, or a JSON array of objects, one item per row. You pick the column for each thing the prism reads: Channel (call transcript, chat, email, letter, social); The whole contact. A row's fields together take up to about 100,000 characters.
- What comes back
- The same rows with the prism's columns added: dissatisfaction_expressed, dissatisfaction_expressed_probability, complaint, complaint_probability, harm_stated, harm_stated_probability, product, product_probability, cause, cause_probability, handled_as_complaint, handled_as_complaint_probability, resolution, resolution_probability, redress_requested, redress_requested_probability, escalation_threat, escalation_threat_probability, payment_services, payment_services_probability, enough_information, enough_information_probability. Each answer says how sure it is, so the unsure rows are easy to find and give to a person.
- Against your team's answers
- Add columns with the answers your team gave, and the app reports how often Prismlet agreed, question by question and at each cutoff, split by a column such as language or site, with every miss listed. Your team's answers stay in your browser.
How it reaches your team
Works today
- Call the API from your own system as each call, chat or email closes
- Run a file of up to 10,000 contacts in the app, one contact per row, up to about 100,000 characters a row
Built with you
- We work with your team to send each call, chat or email from your contact center platform or inbox, such as NICE CXone or Genesys Cloud, as it closes
- We work with you to put each likely complaint, with its product and cause, in front of a complaints handler in the case or QA tool your team already uses
- Together we build the under-recording report: complaints fixed on the call but never logged as one, counted only from contacts a person has reviewed
The prisms behind it
Find the complaints customers never call complaints (UK)
Fields
- Channel (call transcript, chat, email, letter, social)
- The whole contact
Context
Rule set: UK, FCA Handbook, the Glossary definition of a complaint and DISP 1. The firm is a UK retail bank. The text is one whole customer contact: a call transcript or chat with speaker labels, or a single email, letter or social message. Complaint definition (FCA Glossary): "any oral or written expression of dissatisfaction, whether justified or not, from, or on behalf of, a person about the provision of, or failure to provide, a financial service or a redress determination, which alleges that the complainant has suffered (or may suffer) financial loss, material distress or material inconvenience". It must also relate to an activity of the firm that the Financial Ombudsman Service covers. How the firm applies it: - The customer does not have to use the word complaint. Mild, polite or sarcastic dissatisfaction counts: "not happy tbh", "this is the second time", "I have been on hold for an hour". - A complaint put right during the same contact is still a complaint. It is recorded, and may be closed with a summary resolution communication if it is resolved by the close of the third business day after it was received. - Dissatisfaction only with a third party the firm has no part in (a shop, a landlord, another bank) is not a complaint about the firm. Dissatisfaction with how the firm handled that third party's problem is. - A plain question or request with no dissatisfaction is not a complaint. "No complaints, thanks" is not a complaint. - Complaints about payment services (transfers, standing orders, direct debits, card payments and the payment functions of an account) have a 15 business day clock for the final response. Other complaints have eight weeks. Code applies the clocks. - Bodies a customer may escalate to: the Financial Ombudsman Service, the FCA, a solicitor, the press, social media. Worked examples: - Complaint: "Third time I have asked for this statement and still nothing." - Complaint: "You took the payment twice, can you sort it", even when the agent refunds it at once. - Complaint: "The app kept logging me out so I missed the transfer deadline and paid a late fee." - Not a complaint: "Can you tell me my sort code?" - Not a complaint: "The shop will not refund me, how do I raise a chargeback?", with no dissatisfaction about the firm. - Not a complaint: a survey answer of "fine" with nothing else.
Questions
Does the customer express dissatisfaction with something the firm did or failed to do? Yes / No
Read the customer's words across the whole contact. Count dissatisfaction however it is worded, including mild, polite or sarcastic remarks, and count it even when it was put right later in the contact. Do not count dissatisfaction only with a third party the firm has no part in, and do not count the agent's words. Yes: The customer says, in any words, that they are unhappy with something the firm did or failed to do. No: The customer asks, tells or thanks without saying they are unhappy with the firm.
Under the complaint definition in the context, is this contact a complaint? Yes / No
Apply only the definition and the notes in the context. The customer does not need to use the word complaint, and a matter put right during the contact still counts. Do not weigh whether the complaint is justified. Yes: The contact meets the definition in the context. No: The contact does not meet the definition: a plain question or request, or dissatisfaction the definition leaves out.
What harm does the customer say they have suffered or may suffer? Choice
Pick the main harm the customer describes in their own words.
Which of the firm's products is the contact about? Choice
Pick the product the contact is mainly about, using the descriptions below.
What is the customer mainly dissatisfied about? Choice
Pick the main cause of the dissatisfaction, as the customer describes it. If the customer is not dissatisfied, pick No dissatisfaction.
Did the agent handle the customer's dissatisfaction as a complaint? Choice
Look only at the agent's words. Handling it as a complaint means calling it a complaint, saying it will be logged or passed to the complaints team, or giving complaint or ombudsman rights. Fixing the problem on its own is not handling it as a complaint.
How does the customer's issue stand at the end of the contact? Choice
Judge from the last exchanges in the text. Acceptance can be reluctant: "ok fine" counts.
Does the customer ask for money back, compensation or a goodwill payment? Yes / No
Count a direct or an implied request, such as "who pays the fee?". Do not count a request only for an explanation or an apology. Yes: The customer asks for a refund, a fee back, compensation, a goodwill payment or a cost to be covered. No: The customer asks for no money.
Does the customer say they have gone, or will go, to an ombudsman, regulator, lawyer, the press or social media? Yes / No
Count the bodies named in the context and their equivalents: an ombudsman, a regulator or government agency, an attorney general, a lawyer or solicitor, the press, a public review or a social media post. Count a threat, or a statement that it is already done. Do not count a plain question about how to complain. Yes: The customer says they have gone, or will go, to one of these. No: No such body or step is mentioned as something the customer will do or has done.
Is the dissatisfaction about a payment service? Yes / No
Payment services are making or receiving transfers, standing orders and direct debits, card payments, cash withdrawals, and the payment functions of an account. The terms of credit, savings or a mortgage are not. The context says which clock code applies. Yes: The dissatisfaction is about one of these payment services. No: The dissatisfaction is about something else, or the customer expresses none.
Is there enough in the text to tell whether the customer is dissatisfied, and with what? Yes / No
Answer No when the text is cut off, too short, garbled, or so full of transcription errors that a careful reader could not judge it. Yes: A careful reader could tell whether the customer is dissatisfied and, if so, what about. No: The text is too incomplete or garbled to judge.
Lens columns
dissatisfaction_expressed, dissatisfaction_expressed_probability, complaint, complaint_probability, harm_stated, harm_stated_probability, product, product_probability, cause, cause_probability, handled_as_complaint, handled_as_complaint_probability, resolution, resolution_probability, redress_requested, redress_requested_probability, escalation_threat, escalation_threat_probability, payment_services, payment_services_probability, enough_information, enough_information_probability
This prism on its own pageFind the complaints in every call, chat and email (US)
Fields
- Channel (call transcript, chat, email, letter, social)
- The whole contact
Context
Rule set: United States. The firm is a US retail bank offering checking and savings accounts, debit and credit cards, personal and vehicle loans, and mortgages. The text is one whole customer contact: a call transcript or chat with speaker labels, or a single email, letter or social message. No single US rule defines a complaint for every bank. Our complaint management policy uses the wording the CFPB uses for the complaints it receives: "submissions that express dissatisfaction with, or communicate suspicion of wrongful conduct by, an identifiable entity related to a consumer's personal experience with a financial product or service". We apply it to every contact, spoken or written, not only to complaints sent to a regulator. How we apply it: - The customer does not have to use the word complaint. Mild, polite or sarcastic dissatisfaction counts: "not happy with this", "this is the third time I have called", "I have been on hold for an hour". - Suspicion of wrongdoing counts even when the customer is calm: "I think you opened this card without asking me". - A complaint put right during the same contact is still a complaint and is recorded. - Dissatisfaction only with a third party the bank has no part in (a store, a landlord, another bank) is not a complaint about the bank. Dissatisfaction with how the bank handled that third party's problem is. - A plain question or request with no dissatisfaction is not a complaint. "No complaints, thanks" is not a complaint. - Where a customer may take a complaint next: the CFPB, our federal regulator, a state banking regulator or attorney general, the Better Business Bureau, an attorney, the press, social media. - Some contacts start a legal clock of their own, whatever else they contain: an unauthorized or incorrect electronic transfer (Regulation E), a billing error on a credit card (Regulation Z), an error on a mortgage account (Regulation X), or wrong information we report to the credit bureaus (FCRA). A notice of an electronic transfer error may be given by phone. Code sends each to its team and applies its clock. - A customer who says they were treated differently because of race, color, religion, national origin, sex, marital status, age, receiving public assistance or another protected characteristic is referred to fair lending review. We record only what the customer says. Worked examples: - Complaint: "Third time I have asked for this statement and still nothing." - Complaint: "You charged me an overdraft fee twice for the same payment, can you fix it", even when the agent refunds it at once. - Complaint: "I never signed up for this credit card, why is it on my credit report?" - Not a complaint: "What is my routing number?" - Not a complaint: "The store will not refund me, how do I dispute the charge?", with no dissatisfaction about the bank. - Not a complaint: a survey answer of "fine" with nothing else.
Questions
Does the customer express dissatisfaction with something the bank did or failed to do? Yes / No
Read the customer's words across the whole contact. Count dissatisfaction however it is worded, including mild, polite or sarcastic remarks, and count it even when it was put right later in the contact. Do not count dissatisfaction only with a third party the bank has no part in, and do not count the agent's words. Yes: The customer says, in any words, that they are unhappy with something the bank did or failed to do. No: The customer asks, tells or thanks without saying they are unhappy with the bank.
Under the complaint definition in the context, is this contact a complaint? Yes / No
Apply only the definition and the notes in the context. The customer does not need to use the word complaint, suspicion of wrongdoing counts, and a matter put right during the contact still counts. Do not weigh whether the complaint is justified. Yes: The contact meets the definition in the context. No: The contact does not meet the definition: a plain question or request, or dissatisfaction the definition leaves out.
What harm does the customer say they have suffered or may suffer? Choice
Pick the main harm the customer describes in their own words.
Which of the bank's products is the contact about? Choice
Pick the product the contact is mainly about, using the descriptions below.
What is the customer mainly dissatisfied about? Choice
Pick the main cause of the dissatisfaction, as the customer describes it. If the customer is not dissatisfied, pick No dissatisfaction.
Did the agent handle the customer's dissatisfaction as a complaint? Choice
Look only at the agent's words. Handling it as a complaint means calling it a complaint, saying it will be logged or passed to the complaints team, or explaining how to complain. Fixing the problem, or opening a dispute or claim, is not on its own handling it as a complaint.
How does the customer's issue stand at the end of the contact? Choice
Judge from the last exchanges in the text. Acceptance can be reluctant: "ok fine" counts.
Does the customer ask for money back, compensation or a goodwill payment? Yes / No
Count a direct or an implied request, such as "who pays the fee?". Do not count a request only for an explanation or an apology. Yes: The customer asks for a refund, a fee back, compensation, a goodwill payment or a cost to be covered. No: The customer asks for no money.
Does the customer say they have gone, or will go, to an ombudsman, regulator, lawyer, the press or social media? Yes / No
Count the bodies named in the context and their equivalents: an ombudsman, a regulator or government agency, an attorney general, a lawyer or solicitor, the press, a public review or a social media post. Count a threat, or a statement that it is already done. Do not count a plain question about how to complain. Yes: The customer says they have gone, or will go, to one of these. No: No such body or step is mentioned as something the customer will do or has done.
Does the customer say a transaction, charge, account entry or credit report item is wrong or was not authorized by them? Yes / No
Count an unauthorized or incorrect transfer, card transaction or ATM withdrawal, a missing deposit, a charge billed wrongly or twice, a wrong entry on a mortgage account, or wrong information the bank reported to the credit bureaus. Count it however it is said, by phone or in writing, and whether or not the agent opened a claim. Do not count a fee the customer only finds unfair but does not say was charged in error. The context says which teams and clocks code applies. Yes: The customer says at least one such item is wrong or was not authorized by them. No: The customer says nothing on the account or credit report is wrong.
Does the customer say they were treated differently because of a protected characteristic such as race, sex or age? Yes / No
Use the characteristics listed in the context and their plain equivalents. Count only what the customer says. Never infer a characteristic from a name, an accent, the way the customer writes or where they live. Yes: The customer says, or plainly suggests, that the bank treated them differently because of such a characteristic. No: The customer makes no such statement, even if they say they were treated unfairly for another reason.
Is there enough in the text to tell whether the customer is dissatisfied, and with what? Yes / No
Answer No when the text is cut off, too short, garbled, or so full of transcription errors that a careful reader could not judge it. Yes: A careful reader could tell whether the customer is dissatisfied and, if so, what about. No: The text is too incomplete or garbled to judge.
Lens columns
dissatisfaction_expressed, dissatisfaction_expressed_probability, complaint, complaint_probability, harm_stated, harm_stated_probability, product, product_probability, cause, cause_probability, handled_as_complaint, handled_as_complaint_probability, resolution, resolution_probability, redress_requested, redress_requested_probability, escalation_threat, escalation_threat_probability, error_asserted, error_asserted_probability, discrimination_alleged, discrimination_alleged_probability, enough_information, enough_information_probability
This prism on its own pageSee it on your own records
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