Cresc, LLC
Japan
Vistalpha | B2C
AI-powered investment research platform primarily for Japanese stock analysis
Vistalpha is an AI-powered investment research platform designed to augment human expertise in Japanese stock analysis. It provides interactive deep company analysis by synthesizing fragmented filings (TDnet, EDINET, etc.) into professional insights in minutes. Key features include conversational deep-dives, thematic screening, and 24/7 strategic surveillance of market-moving news, filings, and corporate events. The platform upholds rigorous accuracy through high-fidelity ingestion and direct click-to-source attribution, empowering investors to focus on high-level decision-making by slashing manual research time by 90% and significantly expanding market coverage.
Duo Liu
Founder
Duo Liu is the founder of Vistalpha and an investor turned product builder. He possesses hands-on experience in the Japanese market, having served in Citigroup’s Investment Banking Division and a Single Family Office. Beyond finance, Duo has a proven track record in tech leadership, having led gaming BizDev and strategic investment at ByteDance. He has also successfully managed 0-to-1 products that reached over 10 million users. As an active investor himself, he founded Vistalpha to solve real-world research pain points by combining institutional investment frameworks with advanced AI.
