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cx-complaint-classificationlisted

Use to design or audit complaint identification and classification in customer support, especially in regulated sectors. Trigger for "are we identifying complaints correctly", "complaint detection", regulatory complaint definition, FCA or CFPB complaint handling, vulnerable customer identification, root cause categorisation for complaints, or building an AI classifier for complaints.
rulebase-co/rulebase-skills · ★ 1 · AI & Automation · score 72
Install: claude install-skill rulebase-co/rulebase-skills
# Complaint identification and classification > **This is operational guidance, not legal advice.** Complaint definitions and > reporting duties are jurisdiction-, sector-, and licence-specific. Every > definition and threshold here must be signed off by your compliance or legal > function before it drives a process. Getting this wrong is a regulatory matter, > not a data-quality one. ## The error that causes regulatory findings **A complaint is a definition, not a feeling.** Most support operations detect complaints by sentiment or by escalation. Both under-identify, in the same direction, for the same reason: the regulatory definition usually does not mention emotion at all. | Situation | Sentiment view | Typical regulatory view | | --- | --- | --- | | Calm, factual "I was charged twice and I'm not happy about it" | Not a complaint | **Is a complaint** | | Furious customer, issue resolved on the call, no allegation of loss | Complaint | Often **not** a complaint | | "This is the third time I've had to call" | Maybe | **Usually a complaint** | | Frustrated venting about a policy, no dissatisfaction with service | Complaint | Often **not** | The polite, articulate customer stating a factual grievance is the one most often missed — and the one most likely to escalate to an ombudsman when it is. ## Step 1: get the definition, in writing, from compliance Do not draft it yourself. Obtain the definition that applies to your entity and licence, and hold it as the single sou