This document discusses Rian Sabai's vision to improve Thailand's IT education and workforce through an automated test and exam platform. It aims to help fill one million needed programmers to accelerate Thailand's digital transformation. The platform analyzes exam questions and automatically generates new exam forms at a consistent level of difficulty. It provides self-assessments anywhere online, recommends study areas, and matches job seekers to openings based on skills. This could help address low exam passing rates and the difficulty finding skilled IT professionals. The business model involves monthly subscriptions and charging recruiters to view matched candidate profiles.