{"product_id":"openai-metar-taf-go-no-go-for-hot-air-balloon-telegram","title":"OpenAI METAR\/TAF Go-No-Go for Hot Air Balloon + Telegram","description":"\u003ch3\u003eOpenAI METAR\/TAF Go-No-Go for Hot Air Balloon — Automated Dispatch + Telegram Alerts\u003c\/h3\u003e\n\u003cp\u003e\u003cstrong\u003eThis n8n workflow automatically checks METAR\/TAF weather at 04:30, classifies balloon launch risk with \u003cem\u003eOpenAI\u003c\/em\u003e, applies FAA Part 91 minimums, then posts the final GO\/MARGINAL\/NO_GO decision to your dispatch board and sends crew notifications via \u003cstrong\u003eTelegram\u003c\/strong\u003e.\u003c\/strong\u003e\u003c\/p\u003e\n\n\u003ch3\u003eWhat this workflow does\u003c\/h3\u003e\n\u003cp\u003eBuilt for hot-air-balloon operations, it performs the following steps every day:\u003c\/p\u003e\n\u003cul\u003e\n  \u003cli\u003e\n\u003cstrong\u003eScheduled execution:\u003c\/strong\u003e Runs daily at \u003cstrong\u003e04:30\u003c\/strong\u003e.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eFetch + normalize weather:\u003c\/strong\u003e Pulls METAR\/TAF data for your configured launch site \u003cstrong\u003eICAO\u003c\/strong\u003e station using an HTTP request and normalizes key weather fields.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eOpenAI-powered classification:\u003c\/strong\u003e Uses an \u003cstrong\u003eOpenAI\u003c\/strong\u003e text classifier to categorize raw weather remarks into \u003cstrong\u003eGO\u003c\/strong\u003e, \u003cstrong\u003eMARGINAL\u003c\/strong\u003e, or \u003cstrong\u003eNO_GO\u003c\/strong\u003e.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eFAA Part 91 minimum enforcement:\u003c\/strong\u003e Deterministically checks hard limits for \u003cstrong\u003ewind\u003c\/strong\u003e, \u003cstrong\u003egust spread\u003c\/strong\u003e, \u003cstrong\u003evisibility\u003c\/strong\u003e, and \u003cstrong\u003eceiling\u003c\/strong\u003e. If any limit is violated, the workflow forces the outcome to \u003cstrong\u003eNO_GO\u003c\/strong\u003e.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eDecision routing:\u003c\/strong\u003e\n    \u003cul\u003e\n      \u003cli\u003e\n\u003cstrong\u003eGO:\u003c\/strong\u003e Optionally runs a \u003cstrong\u003eweight-and-balance\u003c\/strong\u003e sub-workflow, then posts \u003cstrong\u003eGO\u003c\/strong\u003e or \u003cstrong\u003eHOLD\u003c\/strong\u003e to the dispatch-board API based on pass\/fail.\u003c\/li\u003e\n      \u003cli\u003e\n\u003cstrong\u003eMARGINAL:\u003c\/strong\u003e Posts a deferred status to the dispatch board.\u003c\/li\u003e\n      \u003cli\u003e\n\u003cstrong\u003eNO_GO:\u003c\/strong\u003e Posts a cancellation to the dispatch board.\u003c\/li\u003e\n    \u003c\/ul\u003e\n  \u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eTelegram notification:\u003c\/strong\u003e Sends a Telegram message to the pilot\/ground crew (or ops) matching the dispatched status.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eAutomate daily launch readiness decisions for a hot-air-balloon operation with METAR\/TAF-driven risk classification.\u003c\/li\u003e\n  \u003cli\u003eEnsure compliance by automatically overriding AI recommendations with FAA Part 91 minimums when hard weather limits are exceeded.\u003c\/li\u003e\n  \u003cli\u003eKeep dispatch boards and crews synchronized through Telegram alerts and API status updates.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003e\n\u003cstrong\u003en8n schedule\u003c\/strong\u003e (runs daily at 04:30)\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eHTTP\u003c\/strong\u003e requests for METAR\/TAF and dispatch-board API calls (with header auth)\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eOpenAI\u003c\/strong\u003e credential for the chat model-based text classifier\u003c\/li\u003e\n  \u003cli\u003eLogic and control nodes: \u003cstrong\u003eif\u003c\/strong\u003e, \u003cstrong\u003eswitch\u003c\/strong\u003e, \u003cstrong\u003eset\u003c\/strong\u003e, \u003cstrong\u003ecode\u003c\/strong\u003e\n\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eTelegram\u003c\/strong\u003e node for crew notifications\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003esticky note\u003c\/strong\u003e (workflow documentation)\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eSetup includes adding OpenAI API credentials, HTTP header auth credentials for aviation weather + dispatch APIs, a Telegram Bot credential, and replacing \u003cstrong\u003eREPLACE_WITH_LAUNCH_SITE_ICAO\u003c\/strong\u003e with your launch site ICAO station code.\u003c\/p\u003e","brand":"N8N Commerce","offers":[{"title":"Default Title","offer_id":46123139858611,"sku":"N8N-20115","price":28.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0749\/6279\/6723\/files\/HMOtbAUg3MANpuhAe0iza_9X1IX617.png?v=1790673038","url":"https:\/\/buyflowscripts.com\/products\/openai-metar-taf-go-no-go-for-hot-air-balloon-telegram","provider":"N8N Commerce","version":"1.0","type":"link"}