{"product_id":"salesforce-closed-won-handover-risk-with-openai-in-n8n","title":"Salesforce Closed Won Handover Risk with OpenAI in n8n","description":"\u003ch3\u003eAutomatically assess Salesforce “Closed Won” handover risk using OpenAI in n8n\u003c\/h3\u003e\n\u003cp\u003eThis n8n workflow watches for Salesforce Opportunities updated to \u003cstrong\u003eClosed Won\u003c\/strong\u003e, gathers CRM and document evidence, extracts contractual commitments with \u003cstrong\u003eOpenAI\u003c\/strong\u003e, and then writes back a clear \u003cstrong\u003ePROCEED \/ REVIEW \/ BLOCK\u003c\/strong\u003e handover decision to Salesforce—every minute.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this workflow does\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003e\n\u003cstrong\u003ePolls Salesforce Opportunity updates\u003c\/strong\u003e and fetches the full Opportunity record.\u003c\/li\u003e\n  \u003cli\u003eChecks whether the Opportunity stage is exactly \u003cstrong\u003e“Closed Won”\u003c\/strong\u003e.\u003c\/li\u003e\n  \u003cli\u003eWhen it qualifies, initializes a handover record and sets a Salesforce handover status field to \u003cstrong\u003e“Processing”\u003c\/strong\u003e.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eBuilds evidence packages\u003c\/strong\u003e by loading Opportunity products, the related Account, and Opportunity contact roles from Salesforce.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eFinds and downloads linked files\u003c\/strong\u003e, extracts text from PDFs, and classifies document types based on keyword logic.\u003c\/li\u003e\n  \u003cli\u003eSends each document’s extracted text to \u003cstrong\u003eOpenAI\u003c\/strong\u003e to extract explicit commitments, then parses and normalizes the JSON output into a combined commitment registry.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eScores risk and gaps\u003c\/strong\u003e by validating completeness of commitment evidence, detecting potential conflicts across commitments, and applying rule-based risk scoring to produce a risk register.\u003c\/li\u003e\n  \u003cli\u003eSubmits the consolidated CRM evidence, document evidence, commitment registry, and risk register to \u003cstrong\u003eOpenAI\u003c\/strong\u003e for an overall risk assessment and determines the final \u003cstrong\u003ePROCEED \/ REVIEW \/ BLOCK\u003c\/strong\u003e outcome.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eUpdates Salesforce\u003c\/strong\u003e with the resulting handover decision.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eReduce delivery risk by automatically flagging missing or conflicting contractual commitments during Salesforce Closed Won handover.\u003c\/li\u003e\n  \u003cli\u003eStandardize how evidence (CRM records + linked PDFs) supports handover decisions across SaaS teams.\u003c\/li\u003e\n  \u003cli\u003eHelp automation engineers operationalize AI-assisted contract commitment extraction directly inside n8n.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003e\n\u003cstrong\u003eWorkflow trigger:\u003c\/strong\u003e runs every minute on Salesforce Opportunity updates.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eNodes\/tech stack:\u003c\/strong\u003e \u003cstrong\u003eif\u003c\/strong\u003e, \u003cstrong\u003ecode\u003c\/strong\u003e, \u003cstrong\u003esalesforce\u003c\/strong\u003e, \u003cstrong\u003esticky note\u003c\/strong\u003e, \u003cstrong\u003ehttp request\u003c\/strong\u003e, and \u003cstrong\u003eextract from file\u003c\/strong\u003e.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eAI step:\u003c\/strong\u003e OpenAI for contractual commitment extraction and overall risk assessment.\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"N8N Commerce","offers":[{"title":"Default Title","offer_id":46275597828275,"sku":"N8N-21520","price":68.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0749\/6279\/6723\/files\/fzUSV8NmCijcPd7G8gfVC_wqrAXsIO.png?v=1792832623","url":"https:\/\/buyflowscripts.com\/products\/salesforce-closed-won-handover-risk-with-openai-in-n8n","provider":"N8N Commerce","version":"1.0","type":"link"}