{"product_id":"slack-legal-conflict-triage-with-gpt-4o-mini-google-sheets-n8n","title":"Slack Legal Conflict Triage with GPT-4o-mini \u0026 Google Sheets (n8n)","description":"\u003ch3\u003eInstant Slack conflict triage with GPT-4o-mini + Google Sheets (n8n)\u003c\/h3\u003e\n\u003cp\u003eThis n8n workflow automatically listens to new messages in Slack, uses an OpenAI-powered conflict-intake agent to check your Google Sheets–backed records, replies in the original thread with a preliminary result, and writes an audit trail to \u003cstrong\u003eConflictAuditLog\u003c\/strong\u003e.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this workflow does\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003e\n\u003cstrong\u003eTriggers on new Slack messages\u003c\/strong\u003e in your configured channel.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eSkips irrelevant input\u003c\/strong\u003e by ignoring bot\/empty messages, then extracts message text plus Slack metadata (user, channel, timestamp).\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003ePrevents duplicate processing\u003c\/strong\u003e by generating a unique event key from the Slack channel and timestamp, then checking the Google Sheets \u003cstrong\u003eConflictAuditLog\u003c\/strong\u003e tab to avoid re-running the same message.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eRuns an OpenAI conflict-intake agent (GPT-4o-mini)\u003c\/strong\u003e that extracts the prospective client and opposing party.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eQueries a conflict-search MCP endpoint\u003c\/strong\u003e backed by Google Sheets records to find potential matches.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003ePosts a Slack thread reply\u003c\/strong\u003e indicating either:\n    \u003cul\u003e\n      \u003cli\u003e\n\u003cem\u003ePotential conflict\u003c\/em\u003e, or\u003c\/li\u003e\n      \u003cli\u003e\u003cem\u003eNo potential conflict found in searched records\u003c\/em\u003e\u003c\/li\u003e\n    \u003c\/ul\u003e\n  \u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eAppends an audit record\u003c\/strong\u003e to the \u003cstrong\u003eConflictAuditLog\u003c\/strong\u003e tab using key fields from the Slack reply.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eLaw firms triaging incoming matter or client communications directly from \u003cstrong\u003eSlack\u003c\/strong\u003e.\u003c\/li\u003e\n  \u003cli\u003eOperations teams running a repeatable \u003cstrong\u003econflict check\u003c\/strong\u003e process without manual searching.\u003c\/li\u003e\n  \u003cli\u003eSaaS operators standardizing auditability by logging every thread outcome to \u003cstrong\u003eGoogle Sheets\u003c\/strong\u003e.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003e\n\u003cstrong\u003eIntegrations \/ nodes:\u003c\/strong\u003e Slack Trigger, if, code, Slack (thread reply), Sticky Note, Google Sheets.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eData source:\u003c\/strong\u003e Google Sheets tabs including \u003cstrong\u003eConflictAuditLog\u003c\/strong\u003e (and referenced record tabs such as Clients, Matters, Parties as required).\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eAI + MCP:\u003c\/strong\u003e OpenAI-powered extraction (GPT-4o-mini) and a conflict-search \u003cstrong\u003eMCP tools endpoint\u003c\/strong\u003e querying your Sheets-backed records.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eSetup checklist\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eConnect \u003cstrong\u003eSlack\u003c\/strong\u003e credentials, add the Slack app\/bot to your target channel, and select the channel in the Slack trigger and thread-reply steps.\u003c\/li\u003e\n  \u003cli\u003eConnect \u003cstrong\u003eGoogle Sheets\u003c\/strong\u003e credentials and confirm the required tabs exist (including \u003cstrong\u003eConflictAuditLog\u003c\/strong\u003e).\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"N8N Commerce","offers":[{"title":"Default Title","offer_id":46029339721907,"sku":"N8N-19608","price":48.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0749\/6279\/6723\/files\/tnQKpt9UbF2LYstTZsHXO_y0Od69Ef.png?v=1789463221","url":"https:\/\/buyflowscripts.com\/products\/slack-legal-conflict-triage-with-gpt-4o-mini-google-sheets-n8n","provider":"N8N Commerce","version":"1.0","type":"link"}