Sort the claims inbox
Each claims email and scanned letter gets its type, a complaint flag, a legal flag and an urgency before anyone opens it. A person confirms every flag.
Try it on this example
Email subject: Re: Claim HH-2291847 kitchen leak - STILL WAITING
Attachment text: AquaFix Plumbing Ltd INVOICE 4471 Date: 28/08/2026 Customer: Mrs S Kemp, 22 Larch Close Trace and access to leak under kitchen sink. Replace failed compression joint on cold feed. Make safe. Labour 3 hrs £165.00 Parts £22.40 Call out £65.00 Subtotal £252.40 VAT £50.48 TOTAL DUE £302.88 ENGINEER REPORT Joint failed due to age. Water has tracked under base units into the subfloor. Units swollen and delaminating, kickboards lifted. Recommend strip out of base units and drying of subfloor before refit.
Email or letter text
- What is this claims item, judged by what the sender needs from us?Progress chaser100%
- Does the sender express dissatisfaction with our service, decision or conduct?Yes99%
- Does a solicitor or other legal representative act for the sender or claimant?No93%
- Does the sender say they are thinking of instructing a solicitor or taking legal action?No91%
- Does the item demand payment or action by a stated date or within a stated period?No67%
- Does the sender mention circumstances that may mean the customer needs extra support?Yes97%
- Does the sender ask us to pay or reimburse something, or say a payment has not arrived?Yes96%
- Does the sender ask the claim handler to decide or authorise something?Unsure43% yes
- How urgent is it to act on this claims item?Urgent100%
- Is the item complete and readable enough to judge what it is?Yes98%
These are real answers stored from one run on this example.
The prism behind it
Sort the claims inbox
Fields
- Email subject
- Email or letter text
- Attachment text
Context
We are a UK motor and home insurer. Every email to the shared claims mailbox and every scanned letter from the post room is read here before a person opens it. The attachment text is extracted by OCR and can be missing or empty. Claim and policy numbers are matched by our own systems, not here. UK rules the questions rely on: - Complaint. Under the FCA Handbook a complaint is any oral or written expression of dissatisfaction, whether justified or not, about the service we gave or failed to give, where the person says they have suffered, or may suffer, financial loss, material distress or material inconvenience. It does not need the word "complaint". A complaint starts the eight-week clock for our final response (DISP 1.6), counted from the day we receive it. - Legal representation. Once a solicitor or other legal representative acts for a claimant, we deal with the representative, not the claimant. - Time-limited demands. A settlement offer under Part 36 of the Civil Procedure Rules, a letter of claim under a pre-action protocol, court papers with a response date, or any demand to pay or act by a stated date or within a stated period must reach the litigation unit the same day. - Customers in vulnerable circumstances. The FCA guidance on fair treatment of vulnerable customers (FG21/1) names four drivers: health, life events such as bereavement, low resilience such as money trouble, and low capability such as language or literacy. We record what the customer tells us; we do not guess.
Questions
What is this claims item, judged by what the sender needs from us? Choice
Read the subject, the body and the attachment text together, and classify the item by what the sender needs from us, not by what is attached. An invoice attached to an email that chases progress is a progress chaser. Choose Complaint only when complaining is the main purpose and the sender asks for nothing else on the claim; dissatisfaction inside a chaser or another request is recorded by the complaint question, not here.
Does the sender express dissatisfaction with our service, decision or conduct? Yes / No
Use the complaint definition in the context. Dissatisfaction counts whatever the main purpose of the item, and whether or not the sender uses the word "complaint". Frustration with the loss itself, such as the weather or a third party, is not dissatisfaction with us. Yes: The sender is unhappy with something we did, failed to do, or decided. No: The item expresses no dissatisfaction with us.
Does a solicitor or other legal representative act for the sender or claimant? Yes / No
Answer from what the item says or where it comes from. A claims management company or a solicitor writing on the claimant's behalf counts. A friend or relative helping the customer does not. Yes: The item comes from a legal representative, or says one now acts for the claimant. No: Nothing in the item says a legal representative acts for anyone on this claim.
Does the sender say they are thinking of instructing a solicitor or taking legal action? Yes / No
This is about the sender considering a solicitor or court action, without saying one already acts for them. It is a sign we need to contact the customer sooner and put the service right, never a reason to discourage them from getting legal advice. Going to the Financial Ombudsman Service is a complaint escalation, not legal action. Yes: The sender says they may instruct a solicitor, have spoken to one, or may take us to court. No: No such intention is stated, or a representative already acts for them, or the only escalation mentioned is the ombudsman.
Does the item demand payment or action by a stated date or within a stated period? Yes / No
Use the time-limited demands in the context: a Part 36 offer, a letter of claim, court papers with a response date, or a demand that we pay or act by a stated date or within a stated period. A deadline the sender sets for escalating a complaint, such as going to the ombudsman by Friday, is not a demand. Do not work out whether any date has passed; that is done elsewhere. Yes: The item makes a demand of that kind or encloses papers that set one. No: No demand with a stated time appears, or the only deadline is for escalating a complaint.
Does the sender mention circumstances that may mean the customer needs extra support? Yes / No
Use the four drivers in the context: health, life events, resilience and capability. Count only what the item says about the customer or someone in their household. Do not infer anything from tone, writing style or spelling. Yes: The item mentions health problems, disability, bereavement, old age, money trouble, a language or literacy barrier, or similar circumstances. No: The item mentions none of these.
Does the sender ask us to pay or reimburse something, or say a payment has not arrived? Yes / No
Money mentioned only as background, or an invoice enclosed without any request, does not count. Yes: The sender asks us to pay, reimburse or cover a cost, or says a payment we agreed has not arrived. No: No payment is asked for or chased.
Does the sender ask the claim handler to decide or authorise something? Yes / No
A decision is approving a repair or a supplier, agreeing a cost, accepting or denying liability, or authorising alternative accommodation or a hire car. Asking for information, an update or a date is not a decision, and a request to be paid or reimbursed is covered by the payment question, not this one. Yes: The sender asks for a decision or an authorisation of that kind. No: The sender asks for information, an update, a payment, or nothing at all.
How urgent is it to act on this claims item? Scale
Judge the worst consequence of the item waiting in normal queue order, from what the item says. Do not compare dates with today; use only words such as "today", "tomorrow" or "this week".
Is the item complete and readable enough to judge what it is? Yes / No
Scanned letters come through OCR and can be garbled, cut off or blank. Poor spelling or grammar does not make an item unreadable if its meaning is clear. Yes: Enough of the text is readable to tell what the item is and what the sender wants. No: The text is too garbled, truncated or empty to judge.
Lens columns
item_type, item_type_probability, complaint_expressed, complaint_expressed_probability, legal_representation, legal_representation_probability, considering_legal_action, considering_legal_action_probability, time_limited_demand, time_limited_demand_probability, vulnerability_signal, vulnerability_signal_probability, payment_issue, payment_issue_probability, needs_decision, needs_decision_probability, urgency, urgency_average, text_readable, text_readable_probability
Run it on your own text
Add this prism in the app, change any question, and test it on a file of your own.