I Built an AI Agent That Detects E-commerce Revenue Leaks (Elasticsearch Agent Builder)

I built an AI agent using Elasticsearch Agent Builder that automatically detects e-commerce friction points (cart abandonment, search failures, slow pages) and recommends data-driven fixes in under 5 seconds. It identified $220K+ monthly revenue at risk in demo data. Tech Stack: Elasticsearch Cloud, Agent Builder, ES|QL, Python Built For: Elasticsearch Agent Builder Hackathon GitHub: https://github.com/malathilatha/ecommerce-friction-finder