Memoo - Record once, run anywhere

Disclaimer: This blog post was created for the purposes of entering the #GeminiLiveAgentChallenge hackathon. Introduction In the world of business automation, repetitive browser workflows are everywhere—data entry, form submissions, report generation, and routine testing. But most automation tools require extensive coding or fragile CSS selectors that break when websites change. Enter Memoo, a multimodal AI-powered UI Navigator that watches your screen, listens to voice context, and transforms one-time workflows into reusable, executable playbooks with step-by-step evidence. Built with Google Gemini models and deployed entirely on Google Cloud, Memoo represents a new paradigm for browser automation—one that combines vision understanding, live voice interaction, and cloud-native infrastructure. The Problem: Why Traditional Automation Falls Short Traditional browser automation tools like Selenium, Playwright, and Puppeteer are powerful but come with significant limitations: Fragile Selec