MarTech Architecture
IntelliNODE, AI Channel Selection Logic
ALLOYAL
Shipped
Conceptualized and launched IntelliNODE: an AI logic layer that automatically routes users to the optimal engagement channel (WhatsApp vs. Email vs. Push) based on real-time behavior patterns, open rates, click history, time-of-day, device type. Eliminated manual campaign configuration overhead and optimized engagement cost per interaction across 400+ app instances.
Measured Results
86% CTR on WhatsApp offers · 50% of app sessions from AI-routed channel · Zero manual campaign config needed
Full Stack
AI Agentsn8n AutomationWhatsApp APICleverTapBehavioral Logic