Catch the messages that change what collections may do next
Prismlet reads each written message from a customer in arrears for a stop request, an attorney, a debt adviser, an insolvency or a death. Your system can place a contact hold on any of them, for a person to confirm or release.
Ask for an inviteToday
- Agents work a shared queue of emails, letters, texts and portal messages from customers in arrears, mostly in the order they arrive.
- Under US rules for debt collectors, a written request to stop contact ends further contact, and a customer known to have an attorney is not contacted directly. Under the FCA's rules, a lender told that a debt adviser is working on a plan suspends recovery for a reasonable period. Missing the line that says so keeps the account moving.
- A message that also offers to pay, for example "I can pay £20 a month", can bury the line that matters: an insolvency, a breathing space, or a death in the family.
- By the time a missed message reaches a person, the next scheduled call or letter can already be on its way.
What changes
- Every message gets the same questions, answered from its text, whichever queue it lands in first.
- A message that asks to stop or limit contact is read for how far it goes: all contact, some channels, or a place or a time.
- A message that names an attorney, a debt adviser, a bankruptcy, an insolvency, a breathing space or a death gets its own Yes / No answer, so it can go to the team that handles it.
- A message that mentions self-harm, suicide, or having no money for food, medicine or heat is flagged so a trained person can see it first.
- Each answer carries how sure it is, so the unsure ones can go to a person too.
Try it on this example
Channel: email
Message
- Is this a message from a person about a customer's account or debt?Yes97%
- Does the message ask us to stop or limit contact, or refuse to pay?Yes99%
- If the message asks us to stop or limit contact, how far does the request go?A place or a time88%
- Does the message say an attorney represents the customer on this debt?Yes92%
- Does the message say the customer has filed for bankruptcy, or plans to?Yes98%
- Does the message say the account holder has died?No97%
- Does the message say the customer is on active military duty or has been called up?No97%
- Does the message dispute the debt or a charge on it?No96%
- Does the message say what we report to credit bureaus about the customer is wrong?No97%
- Does the message say we reached the wrong person?No97%
- Does the message say the customer is struggling to pay because their circumstances changed?Yes98%
- Does the message mention self-harm, suicide, or having no money for food, medicine or heat?No93%
These are real answers stored from one run on this example.
Channel: email
Message
- Is this a message from a person about a customer's account or debt?Yes98%
- Does the message ask us to stop or limit contact with the customer?Yes99%
- If the message asks us to stop or limit contact, how far does the request go?A place or a time96%
- Does the message say a debt adviser, a solicitor or another representative acts for the customer on this debt?Yes93%
- Does the message say a breathing space has been applied for or granted for the customer?Yes99%
- Does the message say the customer is in, has applied for, or is about to enter a formal debt solution?No92%
- Does the message say the account holder has died?No97%
- Does the message dispute the debt or a charge on it?No96%
- Does the message say we reached the wrong person?No97%
- Does the message say the customer is struggling to pay or cannot pay as agreed?Yes98%
- Does the customer say they have a health condition, an addiction, a recent bereavement, abuse, or trouble dealing with the debt?Yes98%
- Does the message mention self-harm, suicide, or having no money for food, medicine or heat?No92%
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, Catch messages that change what collections may do (US). 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; Message. A row's fields together take up to about 100,000 characters.
- What comes back
- The same rows with the prism's columns added: about_an_account, about_an_account_probability, stop_contact, stop_contact_probability, stop_scope, stop_scope_probability, attorney_represents, attorney_represents_probability, bankruptcy, bankruptcy_probability, deceased, deceased_probability, military_service, military_service_probability, disputes_debt, disputes_debt_probability, credit_report_dispute, credit_report_dispute_probability, wrong_person, wrong_person_probability, hardship_stated, hardship_stated_probability, crisis_mentioned, crisis_mentioned_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 message arrives
- Run a file of up to 10,000 messages in the app, one message per row, up to about 100,000 characters a row
Built with you
- We work with you to send each message from the collections platform you already use as it arrives
- We work with you to put each answer into the queue your specialists already work: bankruptcy, disputes, bereavement, hardship
- We work with you to place a contact hold in your collections platform on the answers you choose, for a person to confirm or release
The prisms behind it
Catch messages that change what collections may do (US)
Fields
- Channel
- Message
Context
These are written messages from customers of a US credit card issuer whose accounts are past due, or from people writing about those accounts: emails, secure messages in the app, replies to our text reminders, scanned letters and chats. Some messages change what collections may lawfully do on the next contact, so the collections platform places a contact hold until a person on the right team confirms or releases it. Rules we follow (United States): - The FDCPA and Regulation F bind third-party debt collectors. We follow them as policy for our own collections, and state laws such as California's Rosenthal Act bind us directly. A written request to stop contact, or a refusal to pay, ends further contact on the debt. A request not to use a channel, a place or a time must be honoured. A customer known to be represented by an attorney must not be contacted directly. - A written dispute of the debt pauses collection until the debt is verified. A billing error notice under Regulation Z and a dispute about what we report to credit bureaus under the FCRA each start their own investigation. - A bankruptcy filing puts an automatic stay on collection. - The Servicemembers Civil Relief Act protects customers on active military duty. - Under the TCPA a customer may revoke consent to automated calls and texts in any reasonable manner, including a text reply in their own words. - The account of a customer who has died goes to the deceased accounts team. Judge only what the message says. Do not infer a health condition, a disability or a financial situation from tone, spelling or language. Deadlines, validation periods, contact counts and account treatment are handled by code and by people. None of these answers decides anything about the customer.
Questions
Is this a message from a person about a customer's account or debt? Yes / No
Count messages from the customer, a relative, an attorney, an executor, or someone saying we reached the wrong person. Yes: A person wrote this message about a customer's account, a debt, or our contact with them. No: Spam, marketing, an auto-reply, a delivery failure notice, or a blank or unreadable message.
Does the message ask us to stop or limit contact, or refuse to pay? Yes / No
Count any clear request, however polite or informal: stop all contact, stop calls, stop texts, stop emails, not at work, not at certain times. Count a plain refusal to pay, such as "I will not pay this", because it ends contact in the same way. A refusal tied to a dispute, such as "I won't pay until you remove the fee", is a dispute, not a refusal. Do not count a complaint about how often we call that does not ask us to stop, or "stop" used in another sense, such as "stop charging me interest". Yes: The message asks us to stop or limit contact, or refuses to pay. No: The message makes no request to stop or limit contact and does not refuse to pay.
If the message asks us to stop or limit contact, how far does the request go? Choice
Pick the widest limit the message asks for: all contact first, then whole channels, then a place or a time. Choose No stop request when the message asks for no limit.
Does the message say an attorney represents the customer on this debt? Yes / No
Count a statement that the customer has hired or is working with an attorney or a legal aid lawyer on this debt or on a bankruptcy, or a request that we contact their attorney, with or without the attorney's details. Yes: The message says an attorney acts for the customer now. No: No attorney acts for them. A relative or friend helping them write, a credit counseling agency, or a threat to hire a lawyer later does not count.
Does the message say the customer has filed for bankruptcy, or plans to? Yes / No
Count a filing already made, a case number, a planned filing, or an attorney preparing one, under any chapter. Yes: The message says the customer has filed for bankruptcy or plans to file. No: Bankruptcy is not mentioned, or only as something the customer wants to avoid, such as "I don't want to go bankrupt".
Does the message say the account holder has died? Yes / No
The sender will usually be a relative, an executor or an attorney. Yes: The message says the account holder has died. No: No death of the account holder is mentioned. The death of someone else, such as a parent of the customer, does not count.
Does the message say the customer is on active military duty or has been called up? Yes / No
Count active duty, a deployment, orders to report, and National Guard or Reserve service called to active duty. Yes: The message says the customer is serving on active duty or has orders to. No: No active service is mentioned. A veteran who has left the service does not count.
Does the message dispute the debt or a charge on it? Yes / No
Count saying the debt is not theirs, the amount is wrong, it was already paid, there are charges they did not make or authorise, identity theft, a request for proof or verification of the debt, or a question about who the original creditor is. Yes: The message disputes the debt, the amount, or a charge on the account. No: The message accepts the debt, even if the customer cannot pay it. A complaint about fees that does not say they are wrong does not count.
Does the message say what we report to credit bureaus about the customer is wrong? Yes / No
Count a statement that a late payment, balance, status or account we report is inaccurate, or a request that we correct it with the credit bureaus. Yes: The message says our credit reporting about the customer is wrong or asks us to correct it. No: Credit reporting is not disputed. A worry that their credit score will suffer does not count.
Does the message say we reached the wrong person? Yes / No
Count a writer who says they are not the customer, that the number or address belongs to someone else, or that the customer no longer uses it. Yes: The message says our contact reached someone other than the customer. No: The writer is the customer, or writes on the customer's behalf.
Does the message say the customer is struggling to pay because their circumstances changed? Yes / No
Count a stated reason such as losing a job, fewer hours, illness, a death in the family, a divorce, rising costs or a disaster. Judge only what the message says; do not infer hardship from tone. Yes: The message gives a reason the customer cannot pay as agreed. No: No such reason is given, or the message only says the customer will pay.
Does the message mention self-harm, suicide, or having no money for food, medicine or heat? Yes / No
A message like this should reach a trained person on the specialist team before anything else happens on the account. Yes: The message mentions self-harm or suicide, or says the customer has no money for food, medicine, heat or housing. No: None of these is mentioned.
Lens columns
about_an_account, about_an_account_probability, stop_contact, stop_contact_probability, stop_scope, stop_scope_probability, attorney_represents, attorney_represents_probability, bankruptcy, bankruptcy_probability, deceased, deceased_probability, military_service, military_service_probability, disputes_debt, disputes_debt_probability, credit_report_dispute, credit_report_dispute_probability, wrong_person, wrong_person_probability, hardship_stated, hardship_stated_probability, crisis_mentioned, crisis_mentioned_probability
This prism on its own pageCatch messages that change what collections may do (UK)
Fields
- Channel
- Message
Context
These are written messages from customers of a UK consumer lender whose accounts are in arrears, or from people writing about those accounts: emails, letters scanned to text, replies to our text reminders, web forms and chats. Some messages change what collections may do next, so the collections system places a contact hold until a person on the right team confirms or releases it. Rules we follow (United Kingdom, FCA-regulated consumer credit): - The FCA's rules on customers in financial difficulty (CONC 7): recognise financial difficulty, offer tailored support and signpost free debt advice. When a customer says a debt adviser is working on a plan with them, pause recovery for a reasonable time. - The Consumer Duty and the FCA's guidance on vulnerable customers (FG21/1): notice what a customer tells us about their circumstances and respond with care. A person records a health condition only with the customer's consent. - Breathing space under the Debt Respite Scheme (England and Wales): a standard or a mental health crisis breathing space stops us asking the customer for payment and stops enforcement while it lasts. - Formal debt solutions: bankruptcy, an individual voluntary arrangement (IVA) or a debt relief order in England, Wales and Northern Ireland; sequestration, a Protected Trust Deed or the Debt Arrangement Scheme in Scotland. - A customer may ask us to contact them by a particular channel, or not at work or at certain times, and we honour it. - The account of a customer who has died goes to the bereavement team. Judge only what the message says. Do not infer a health condition, a disability or a financial situation from tone, spelling or language. Deadlines, contact counts and account treatment are handled by code and by people. None of these answers decides anything about the customer.
Questions
Is this a message from a person about a customer's account or debt? Yes / No
Count messages from the customer, a relative, a debt adviser, a solicitor, an executor, or someone saying we reached the wrong person. Yes: A person wrote this message about a customer's account, a debt, or our contact with them. No: Spam, marketing, an auto-reply, a delivery failure notice, or a blank or unreadable message.
Does the message ask us to stop or limit contact with the customer? Yes / No
Count any clear request, however polite or informal: stop all contact, stop calls, stop texts, stop emails, not at work, not at certain times. Do not count a complaint about how often we call that does not ask us to stop, or "stop" used in another sense, such as "stop adding charges". Yes: The message asks us to stop or limit contact in some way. No: The message makes no request to stop or limit contact.
If the message asks us to stop or limit contact, how far does the request go? Choice
Pick the widest limit the message asks for: all contact first, then whole channels, then a place or a time. Choose No stop request when the message asks for no limit.
Does the message say a debt adviser, a solicitor or another representative acts for the customer on this debt? Yes / No
Count a debt advice charity or service, a debt management company, a solicitor, an insolvency practitioner, or an adviser who is setting up a plan or has asked us to deal with them. Yes: The message says someone of this kind acts for the customer now. No: No representative acts for them. A friend or relative helping them write, or a plan to seek advice later, does not count.
Does the message say a breathing space has been applied for or granted for the customer? Yes / No
Count a standard breathing space or a mental health crisis breathing space under the Debt Respite Scheme, whether the customer or an adviser applied for it. Yes: The message says a breathing space has been applied for or granted. No: No breathing space is mentioned. An informal request for more time, such as "I just need some breathing space" or "can you give me a month", does not count.
Does the message say the customer is in, has applied for, or is about to enter a formal debt solution? Yes / No
Count bankruptcy, an IVA, a debt relief order, sequestration, a Protected Trust Deed or the Debt Arrangement Scheme. Yes: The message says the customer is in one of these, has applied, or is about to. No: None is mentioned. An informal debt management plan does not count.
Does the message say the account holder has died? Yes / No
The sender will usually be a relative, an executor or a solicitor. Yes: The message says the account holder has died. No: No death of the account holder is mentioned. The death of someone else, such as a parent of the customer, does not count.
Does the message dispute the debt or a charge on it? Yes / No
Count saying the debt is not theirs, the amount is wrong, it was already paid, there are charges they did not make or authorise, identity fraud, or a request for proof of the debt or a copy of the credit agreement. Yes: The message disputes the debt, the amount, or a charge on the account. No: The message accepts the debt, even if the customer cannot pay it. A complaint about fees that does not say they are wrong does not count.
Does the message say we reached the wrong person? Yes / No
Count a writer who says they are not the customer, that the number or address belongs to someone else, or that the customer no longer uses it. Yes: The message says our contact reached someone other than the customer. No: The writer is the customer, or writes on the customer's behalf.
Does the message say the customer is struggling to pay or cannot pay as agreed? Yes / No
Count saying they cannot afford the payments, have fallen behind on bills, have lost income, or asking for lower payments or more time. A reason is not needed. Judge only what the message says; do not infer difficulty from tone. Yes: The message says the customer is struggling to pay or cannot pay as agreed. No: No difficulty is stated, or the message only says the customer will pay.
Does the customer say they have a health condition, an addiction, a recent bereavement, abuse, or trouble dealing with the debt? Yes / No
Count a physical or mental health condition, an addiction, a recent bereavement, domestic or economic abuse, or a stated difficulty reading, understanding or managing the debt. Count only what the message states; do not infer from tone, spelling or language. A person decides what, if anything, is recorded. Yes: The message states one of these circumstances. No: None is stated.
Does the message mention self-harm, suicide, or having no money for food, medicine or heat? Yes / No
A message like this should reach a trained person on the specialist team before anything else happens on the account. Yes: The message mentions self-harm or suicide, or says the customer has no money for food, medicine, heating or housing. No: None of these is mentioned.
Lens columns
about_an_account, about_an_account_probability, stop_contact, stop_contact_probability, stop_scope, stop_scope_probability, represented, represented_probability, breathing_space, breathing_space_probability, insolvency, insolvency_probability, deceased, deceased_probability, disputes_debt, disputes_debt_probability, wrong_person, wrong_person_probability, financial_difficulty_stated, financial_difficulty_stated_probability, circumstances_disclosed, circumstances_disclosed_probability, crisis_mentioned, crisis_mentioned_probability
This prism on its own pageSee it on your own records
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