NEW YORK, July 14, 2025 -- LinqAlpha, a multi-agent AI investment research platform powering workflows at over 170 financial institutions, including leading investment banks, asset managers, and hedge funds, has been selected to join the 2025 Majung Program, a Microsoft-supported startup initiative co-led by South Korea's Ministry of SMEs and Startups.

Through this program, LinqAlpha will build its platform cloud-natively on Microsoft Azure's private cloud. This will enhance data security, deployment flexibility, and interoperability across enterprise financial environments. The Majung Program provides commercialization funding, Azure cloud credits, technical support, and go-to-market assistance for startups building cloud-native B2B platforms. LinqAlpha's participation reflects its technical maturity and alignment with institutional-scale AI use cases.

LinqAlpha's platform leverages generative AI and multi-agent systems to extract, analyze, and synthesize unstructured financial data, including earnings transcripts, regulatory filings, analyst reports, and macroeconomic commentary—empowering faster and more accurate investment decisions. As part of the engagement, LinqAlpha will integrate Azure-native services, including Azure AI Search and Azure OpenAI Service, enabling secure, in-environment deployments that meet the compliance and performance needs of financial institutions.

Suyeol Yun, Principal AI Engineer, and Gukyoung Jeong, Systems Architect at LinqAlpha, shared:

"Through the program we've strengthened the resilience, security, and scalability of our infrastructure. We're excited to deliver trusted and seamless AI-powered research capabilities to our clients across the financial sector."

About LinqAlpha:

LinqAlpha is a multi-agent system for public market research founded in Boston in 2022 by MIT CS PhDs and former Goldman Sachs bankers. Built on an AI compound system, LinqAlpha helps institutional investors analyze earnings calls, filings, and broker reports. The platform is centered around a comprehensive research management system (RMS), seamlessly integrating research workflows with over 10 finance-specific connectors including SharePoint, Outlook, and other database tools. The company's AI search engine is powered by an embedding model that ranks #1 on HuggingFace's MTEB leaderboard for text retrieval. The platform is trusted by over 170 leading investment banks, asset managers, and hedge funds.

Learn more at: linqalpha.com