{"id":"ind-fin-invoice-dispute-reply","audience":"finance","category":"customer-replies","technique":"grounding","title":"Answer a client's invoice dispute, conceding one point","free":false,"task":"A client disputed two charges on their invoice. Reply in under 100 words, plain text: open by saying what you're correcting and the credit amount, then explain why the other charge stands by quoting the contract clause number. Give the corrected total, and don't apologize more than once or offer anything the notes don't approve. Write a prompt that gets you exactly that.","materialLabel":"The dispute and your notes (attached to your prompt automatically)","material":"FROM: Martin Oyelaran, Office Manager, Halvorsen Architects\n\"Invoice #HV-3318 has two problems. 1) You billed us for 12 printer toner cartridges but we only received 10. 2) The $175 'after-hours service call' on Oct 14 should be free, our contract includes service calls. Please fix and resend.\"\n\nINVOICE #HV-3318 - Copperline Office Systems (fictional)\n- Toner cartridges: 12 x $85.00 = $1,020.00\n- After-hours service call (Oct 14, 8:40 PM): $175.00\n- Monthly lease: $640.00\n- Total: $1,835.00\n\nYOUR NOTES (Billing)\n- Warehouse confirmed only 10 cartridges shipped; 2 are backordered. Credit 2 x $85 = $170. Backordered ones will be billed when they ship.\n- Contract section 4.2: \"Service calls during business hours (8 AM-6 PM, Mon-Fri) are included. After-hours calls are billed at $175 per visit.\"\n- Oct 14 call was logged at 8:40 PM.\n- Manager (Priya) says: no goodwill credit on the service call this time; they've had 3 after-hours calls this year.\n- Corrected total: $1,835.00 - $170.00 = $1,665.00.","rules":[{"type":"maxWords","max":100},{"type":"plainText"}],"mistakes":[{"title":"Trusting the AI to count words","why":"AI is bad at counting. Ask for \"under 100 words\" and it often lands well over.","fix":"Cap each part instead: \"5 sentences, each under 18 words.\"","checks":["maxWords"]},{"title":"Opening with an apology","why":"The AI starts with \"We apologize for the confusion\" before saying what's changing.","fix":"Add: \"First sentence: what you're correcting and the $170 credit.\"","checks":["r0"]},{"title":"Giving in on the second charge","why":"To keep the client happy, the AI waives the service call or offers a goodwill credit.","fix":"Add: \"The $175 stands. Cite section 4.2 and the 8:40 PM time. No goodwill credit.\"","checks":["r1"]},{"title":"Leaving out the new total","why":"The AI explains the changes but never gives the number to pay.","fix":"Add: \"Give the corrected total, $1,665.00.\"","checks":["r2"]},{"title":"Ignoring where it will be pasted","why":"AI loves bold and headings, which show up as stray ** and # symbols in the email.","fix":"Name the place and the format: \"For the email. Plain text, no bold or headings.\"","checks":["plainText"]}],"promptHints":[{"label":"Leads with the correction","patterns":["first sentence","open with","start with","lead with","credit"]},{"label":"Cites the contract","patterns":["4\\.2","contract","clause","section"]},{"label":"Gives the new total","patterns":["1,?665","corrected total","new total"]},{"label":"Rules out extra offers","patterns":["goodwill","waive","no (discount|credit)","don'?t offer"]},{"label":"Sets a word limit","patterns":["\\d+\\s*words","word (limit|count)"]}],"hint":"A dispute reply needs a clear yes, a clear no and the reason. Tell the AI which point you're conceding, what backs the other, and what not to give away.","rubricLabels":["The first sentence says the toner charge is being corrected with a $170 credit (2 cartridges not shipped)","Explains the $175 after-hours charge stands by citing contract section 4.2 and the 8:40 PM time, and offers no goodwill credit, waiver or discount","Gives the corrected total of $1,665.00 and uses at most one apology"]}