{"slug":"langgraph-sort-billing-tickets-that-need-finance","title":"Sort billing tickets that need finance","summary":"LangGraph handles this as a draft: Which ones mention a charge id. Do not refund.","agent":"LangGraph","agentSlug":"langgraph","category":"Support","categorySlug":"support","roles":["Finance"],"roleSlugs":["finance"],"industries":["Software"],"industrySlugs":["software"],"jobs":["finance-ops"],"topic":"Support","topicSlug":"support","score":22,"difficulty":"easy","estCost":"One individual paid plan is usually enough for a short run.","costTier":"low","timeSaved":"Fifteen minutes","prompt":"You are working as LangGraph on one playbook.\n\nTask: Which ones mention a charge id.\n\nRules:\n- Use only sources I give you. If a file, page, or number is missing, write unknown.\n- Do not invent URLs, prices, or names.\n- Stop rule: Do not refund.\n\nReturn the work product first, then a short list of what you did not do because of the stop rule, and the single decision I still have to make.","steps":[{"title":"Open LangGraph where the source material already lives","detail":"Use the account, repo, or folder that has the real files. If you cannot see them, stop."},{"title":"Paste the prompt and name the exact input","detail":"Which ones mention a charge id."},{"title":"Check three facts against the source","detail":"A wrong date, amount, or name means the draft is not ready."},{"title":"Keep the stop rule","detail":"Do not refund."}],"sourceUrl":"https://docs.langchain.com/oss/javascript/langgraph/overview","sourceNote":"The LangGraph overview returned HTTP 200 on 16 Oct 2026. This playbook is an original unverified reconstruction of a graph that pauses for a person.","date":"2026-10-11","verified":false,"status":"unverified","sponsorUrl":"","metrics":[{"label":"Hands-on time","value":"Fifteen minutes"},{"label":"You still approve","value":"Do not refund."}],"faq":[{"question":"Has this LangGraph playbook been re-run for the catalog?","answer":"No. It is an unverified reconstruction. The source URL was checked on 16 Oct 2026."},{"question":"What stays human?","answer":"Do not refund."}],"url":"https://aiplaybookgems.com/usecases/langgraph-sort-billing-tickets-that-need-finance","jsonUrl":"https://aiplaybookgems.com/api/usecases/langgraph-sort-billing-tickets-that-need-finance"}