Analyze high-priority tenders from Airtable to Slack for Go/No-Go approval

πŸ“Š Description Streamline management decision-making by automatically evaluating high-priority tenders, generating AI-powered executive summaries, and routing them for approval inside Slack. πŸ€–πŸ“© This workflow pulls pending tenders from Airtable, uses GPT-4o-mini to evaluate urgency, business opportunity, and risk, and generates a structured summary with a Go/No-Go recommendation. Tenders that qualify are pushed to Slack with interactive approval buttons, and the final decision instantly updates Airtable and triggers a confirmation email to your bid team. Perfect for fast-moving procurement, bidding, and sales teams that require structured, high-quality tender assessments. πŸ“Šβš‘

πŸ” What This Template Does 1️⃣ Runs daily via Schedule Trigger to fetch high-priority pending tenders from Airtable. ⏰ 2️⃣ Sends each tender to the AI agent for evaluation (urgency, risk, opportunity). πŸ€– 3️⃣ Generates structured JSON output: β€” urgency β€” priorityScore β€” executive summary β€” Go/No-Go recommendation β€” reasoning 4️⃣ Formats AI output for Slack review and Airtable updates. πŸ“ 5️⃣ Checks if tender qualifies as β€œHigh urgency + High score + Go.” 🚦 6️⃣ Sends interactive Slack message with Approve/Reject buttons. πŸ’¬ 7️⃣ If approved β†’ updates Airtable status to Approved and sends Gmail confirmation. πŸ“§ 8️⃣ If rejected or low-score β†’ updates Airtable status accordingly. ✏️ 9️⃣ If no priority tenders exist β†’ sends fallback Slack notification. πŸ“­

⭐ Key Benefits βœ… Eliminates manual tender review and scoring βœ… AI creates consistent, executive-ready summaries βœ… Fast approval flow inside Slack with built-in decision logging βœ… Clear Go/No-Go framework for quality tender selection βœ… Updates Airtable automatically with final decision βœ… Sends email confirmation for approved tenders β€” ensuring next steps start immediately

🧩 Features Daily Airtable lookup for high-priority tenders GPT-4o-mini AI scoring & structured evaluation Automatic Go/No-Go decision logic Slack interactive approval (Approve / Reject) Auto-update to Airtable (Status = Approved / Pending) Gmail confirmation email to the bid team JSON output parser for reliable AI formatting Tender link embedding for quick access

πŸ” Requirements Airtable Personal Access Token OpenAI API key (GPT-4o-mini) Slack API credentials Gmail OAuth2 credentials Airtable table with tender fields (Priority, Status, Summary, Dates, etc.)

🎯 Target Audience Procurement teams evaluating multiple tenders Management teams needing fast approval workflows Business development & bidding teams Companies tracking tenders in Airtable Organizations adopting AI-assisted decision processes

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Complexity
Author:Rahul Joshi(View Original β†’)
Created:12/10/2025
Updated:1/16/2026

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