AI Email Triage Automation Blueprint: Crash-proof AI email triage blueprint for Make.com

Stop wasting your AI budget on fragile, linear automations. This production-ready Make.com blueprint handles incoming email triage safely. Built-in defensive features: • Internal Data Store: Blocks duplicate runs to save OpenAI tokens. • Error Handling: Routes LLM formatting anomalies silently to Google Sheets. • Spam Filter: Discards transactional noise automatically. Get the JSON blueprint & Google Sheets templates instantly.

Hey Product Hunt community! 👋 I built this Make.com blueprint out of sheer frustration with basic AI email setups. Linear workflows look great on paper, but they tend to fail hard in production—either by burning through your OpenAI API budget on duplicate email threads, or by crashing completely when an LLM outputs unexpected formatting. To fix this, I engineered a highly resilient architecture packed with defensive logic: • Cost Protection: Uses an internal Data Store to cross-check thread IDs and block duplicate runs before hitting your API limits. • Crash-Proof Routing: A dedicated error-handling branch silences LLM formatting bugs and logs them directly to Google Sheets without stopping the workflow. • Noise Filter: Automatically weeds out transactional spam and generic "noreply" alerts. Whether you're managing a solo operation or running a small agency, this is designed to save you hours of troubleshooting and a lot of API spend. I’d love to hear your feedback or answer any technical questions you have about the architecture! What are your biggest bottlenecks when connecting LLMs to your inbox?

Such a promising launch—congrats on AI Email Triage Automation Blueprint! Crash-proof AI email triage blueprint for Make.com is a clever idea. Wishing you a strong Product Hunt day! 🚀