# LinqAlpha > Source: > Published: 2026-08-09 13:31:43+00:00 # LinqAlpha LinqAlpha is an AI research platform whose agents analyze filings, transcripts, and news across global markets to generate signals for investors. ## Overview ## LinqAlpha LinqAlpha is an alpha-intelligence platform whose [AI](/glossary/ai) research agents analyze filings, transcripts, and news across global public markets to generate investment signals for hedge funds and asset managers. LinqAlpha gives buy-side investors agents trained on their own research history to reason across financial data in native languages, with the company citing coverage of more than 139 countries and 57,000-plus companies from 30-plus data sources. Core workflows include market-signal monitoring, company screening, fundamental analysis, sentiment tracking, and competitive-landscape analysis, delivered through a chat-style analytics product plus a Terminal and a developer offering. The pitch is turning filings, transcripts, and multilingual news into real-time signals without manual reading. **Production credibility:** LinqAlpha was founded in 2022, originally as Linq. It raised a roughly $6.6M seed in 2024 and a $22M Series A announced around July 2026, led by AVP with Atinum Investment and GFT Ventures, for about $28.6M total. Its founders — Jacob Choi, Subeen Pang, Jin Kim, and Hojun Choi — are former Goldman Sachs analysts and MIT computer-science PhDs, with Hojun Choi noted as a Forbes 30-under-30. Its compliance posture includes SOC 1 and SOC 2 Type 2 and ISO 27001. Customer references are institutional and unnamed on the site, so traction claims are the company's own. ### Key Features - AI agents trained on a firm's own prior research and notes - Coverage the company cites at 139-plus countries and 57,000-plus companies - Multilingual reasoning across more than 30 languages natively - Ingestion of 30-plus data sources including filings, transcripts, and news - Market-signal monitoring and company screening - Fundamental analysis plus sentiment and trend tracking - Separate Terminal and Developer surfaces - Compliance posture including SOC 1 and SOC 2 Type 2 and ISO 27001 ### Ideal Use Case LinqAlpha fits hedge-fund and asset-management analysts who need to synthesize filings, transcripts, and multilingual news into real-time signals without manual reading. It is best for buy-side research desks wanting an AI layer trained on their proprietary investment history. It is not aimed at retail investors, and its value concentrates in institutional research workflows. ### How LinqAlpha differentiates LinqAlpha positions against AlphaSense and BamSEC on breadth of global and multilingual coverage and on agents personalized to a fund's own research corpus rather than generic search. Its founders' Goldman Sachs and MIT pedigree is used as a credibility wedge in a competitive institutional-research market. ### FAQ **Q: What is LinqAlpha?** A: LinqAlpha is an AI research platform for institutional investors. Its agents analyze filings, transcripts, and news across global markets to generate investment signals, trained on a firm's own research history. **Q: Who is it for?** A: Hedge funds and asset managers — buy-side research desks that need to synthesize large volumes of filings, transcripts, and multilingual news into signals. **Q: How is it different from AlphaSense?** A: LinqAlpha emphasizes broad global and multilingual coverage plus agents personalized to a fund's own research corpus, rather than a generic search interface over documents. **Q: Is it compliant for institutional use?** A: The company states SOC 1 and SOC 2 Type 2 and ISO 27001 compliance, with zero data retention and encryption, aimed at institutional requirements. **Q: Who funds LinqAlpha?** A: It raised a $22M Series A led by AVP around July 2026, roughly $28.6M total, and was founded by former Goldman Sachs analysts with MIT PhDs. ### tl;dr LinqAlpha is an AI research platform whose agents analyze filings, transcripts, and news across global markets — cited at 139-plus countries and 57,000-plus companies in 30-plus languages — to generate signals for hedge funds, trained on a firm's own research. It raised a $22M Series A led by AVP, from ex-Goldman, MIT founders. Best for institutional buy-side research desks. ## Why Use LinqAlpha ## User Reviews ## Similar Tools [Marketing & SEOAlphaSenseMarket intelligence and search platform for financial insights.Freemium★ 4.92♥ 450](/tools/market-intelligence-search-alphasense) [Finance & TradingTrendSpiderAutomated technical analysis platform for strategic trading.Free Trial★ 4.84♥ 336](/tools/trendspider-automated-trading-analysis) [Finance & TradingClarity AISustainability platform for investment analysisPaid★ 4.84♥ 360](/tools/clarity-ai-sustainable-investment-insights) [Finance & TradingSidetradeSidetrade is the public AI order-to-cash platform with Aimie agent. 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