margin-protection

A "State-Aware" Cart Recovery Agent. Uses GPT-4o to analyze Customer Sentiment (to avoid annoying angry users) and Airtable to check Product Margins (to protect profit) before sending dynamic recovery emails.

A smart urgency engine that prevents coupon gaming. Adjusts countdown timers dynamically based on product category and customer risk score using n8n & Airtable. Protects margins from high-risk buyers.

Evidence-backed scope drift and margin protection for agencies