EPISODE · Apr 27, 2026 · 13 MIN
Safe AI Email Triage: Extract, Classify, Route with Confidence Gates
from Headcount Zero · host Jordan
Build a production-grade AI email triage system that safely automates 80-90% of your inbox while protecting against costly misroutes. Jordan walks through the Extract → Classify → Route pattern with confidence thresholds, deterministic overrides for high-risk emails, and provider-specific rate limiting across Make, Zapier, and n8n. Learn to respect Gmail's 15,000 quota units per minute and Exchange Online's 30 messages per minute caps while implementing exponential backoff and human-review queues. Includes downloadable JSON schema, confidence rubric, and Slack alert templates.
What this episode covers
Build a production-grade AI email triage system that safely automates 80-90% of your inbox while protecting against costly misroutes. Jordan walks through the Extract → Classify → Route pattern with confidence thresholds, deterministic overrides for high-risk emails, and provider-specific rate limiting across Make, Zapier, and n8n. Learn to respect Gmail's 15,000 quota units per minute and Exchange Online's 30 messages per minute caps while implementing exponential backoff and human-review queues. Includes downloadable JSON schema, confidence rubric, and Slack alert templates.
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Safe AI Email Triage: Extract, Classify, Route with Confidence Gates
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