{"product_id":"uk-regulatory-news-filter-approve-n8n-workflow-ai","title":"UK Regulatory News Filter \u0026 Approve n8n Workflow (AI)","description":"\u003ch3\u003eTurn UK regulatory news into an “approved package” your team can trust—automatically\u003c\/h3\u003e\n\u003cp\u003eThis \u003cstrong\u003eUK Regulatory News Filter \u0026amp; Approve n8n Workflow (AI)\u003c\/strong\u003e reads article links from Google Sheets (and can also pull the latest FCA RSS items), removes duplicates, then uses \u003cstrong\u003eHugging Face or OpenAI embeddings\u003c\/strong\u003e plus \u003cstrong\u003eFirecrawl\u003c\/strong\u003e and \u003cstrong\u003eTypeSafe JEV\u003c\/strong\u003e scoring to approve the most relevant stories. The workflow writes both an \u003cstrong\u003eApproved Package\u003c\/strong\u003e and a full \u003cstrong\u003eoutcomes ledger\u003c\/strong\u003e back to Google Sheets for clean, auditable operations.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this workflow does\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003e\n\u003cstrong\u003eRuns manually or via the included webhook\u003c\/strong\u003e, loading configuration such as Google Sheets tabs, rule thresholds, and the chosen embedding provider.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eOptionally clears\u003c\/strong\u003e the “Approved Package” and “Articles” ledger tabs in Google Sheets to keep each run consistent.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003ePulls source articles\u003c\/strong\u003e from the Google Sheets “Articles” ledger and, if enabled, fetches the latest items from the \u003cstrong\u003eFCA RSS feed\u003c\/strong\u003e, mapping them into the same article format.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eDeduplicates by URL\u003c\/strong\u003e by filtering out links already present in the Google Sheets ledger, then records new URLs as pending.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003ePre-filters noise\u003c\/strong\u003e using deterministic keyword and source weighting rules, and batches survivors for AI embedding.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eEmbeds and clusters\u003c\/strong\u003e using \u003cstrong\u003eHugging Face Inference API\u003c\/strong\u003e or \u003cstrong\u003eOpenAI Embeddings\u003c\/strong\u003e, grouping near-duplicates by cosine similarity and selecting a primary story per cluster.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eScrapes and scores\u003c\/strong\u003e: for non-hard-win primary stories, it uses \u003cstrong\u003eFirecrawl\u003c\/strong\u003e to fetch content and \u003cstrong\u003eTypeSafe JEV\u003c\/strong\u003e to generate structured relevance\/classification scores.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eWrites results\u003c\/strong\u003e back to Google Sheets, including the approved story package and an outcomes ledger.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eCompliance and risk teams need a weekly\/real-time shortlist of UK regulatory updates without manual triage.\u003c\/li\u003e\n  \u003cli\u003eSaaS operators want an automated “source-to-decision” pipeline that documents what was approved and why.\u003c\/li\u003e\n  \u003cli\u003eAutomation engineers need an n8n workflow that combines rules, embeddings, scraping, and scoring into a repeatable process.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003e\n\u003cstrong\u003eGoogle Sheets\u003c\/strong\u003e (read article links; write Approved Package and outcomes ledger)\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eFCA RSS\u003c\/strong\u003e (optional live intake)\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eEmbeddings\u003c\/strong\u003e: Hugging Face Inference API or OpenAI Embeddings + cosine similarity clustering\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eScraping\u003c\/strong\u003e: Firecrawl\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eScoring\u003c\/strong\u003e: TypeSafe JEV\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003en8n nodes\/logic\u003c\/strong\u003e: if, set, code, no op, merge, filter\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"N8N Commerce","offers":[{"title":"Default Title","offer_id":46067905822899,"sku":"N8N-19786","price":62.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0749\/6279\/6723\/files\/4FQCXqxprddJZFdw3kCrS_7xakBn8q.png?v=1789981318","url":"https:\/\/buyflowscripts.com\/products\/uk-regulatory-news-filter-approve-n8n-workflow-ai","provider":"N8N Commerce","version":"1.0","type":"link"}