# LinqAlpha Funding: How Much It Raised, Its Valuation & Investors > LinqAlpha raised a $22 million Series A in July 2026, anchored by AVP, Atinum Investment and GFT Ventures. Here's the round, the backers, and what the AI research platform will do with the money. _[Wortins Blog](https://www.wortins.com/blog) · Published Wednesday, July 8, 2026_ **LinqAlpha raised $22 million in a Series A round**, announced on July 2, 2026 and anchored by **AVP, Atinum Investment and GFT Ventures**. The company's valuation was not disclosed. The New York-based startup builds AI agents for institutional investors, and its buy-side clients already collectively manage more than $5 trillion in assets — a client base that explains why a relatively modest round drew such a wide, finance-heavy investor syndicate. Here's the full breakdown of the raise, who backed it, and what it says about AI's push into investment research. ## What is LinqAlpha? LinqAlpha is an **AI intelligence layer for public-market investing**. Rather than a single chatbot, the platform deploys **specialized AI agents** that learn an individual investor's framework — their process, priorities and blind spots — and then work to surface market-moving signals before the broader market has priced them in. The pitch is aimed squarely at institutional research: sell-side sales, trading and research desks at investment banks, and buy-side firms doing fundamental and multi-asset analysis. LinqAlpha says its technology synthesizes thousands of moving signals — earnings data, filings, alternative data, news — into the kind of differentiated judgment that a research analyst spends hours building manually. The company is headquartered in New York and was founded by **Jacob Choi, Hojun Choi, Subeen Pang and Jin Kim**, a team that mixes former Goldman Sachs analysts with MIT computer science PhDs — a combination that maps directly onto the two things the product needs to get right: financial domain judgment and applied AI engineering. ## The raise: $22M Series A The headline numbers: - **Amount:** $22 million - **Round:** Series A - **Valuation:** Undisclosed - **Announced:** July 2, 2026 - **Lead investors:** AVP, Atinum Investment, GFT Ventures LinqAlpha hasn't published a valuation for this round, and no reporting since the announcement has surfaced one either — so treat any specific number you see elsewhere as unverified. What the company has been willing to share is traction: more than **70 financial institutions** across the U.S., Europe and Asia already use the platform, and its buy-side clients alone oversee upwards of **$5 trillion** in combined assets. For a Series A, that's an unusually large footprint to point to instead of a valuation figure. ## Who invested in LinqAlpha? The round was anchored by three lead investors — **AVP**, **Atinum Investment** and **GFT Ventures** — but what stands out is the syndicate around them, which reads like a map of Asian financial capital moving into AI: - **SBI Investment** and **Z Venture Capital** (Japan) - **Betatron Venture Group**, **East Ventures** and **SV Investment** (Southeast Asia and Hong Kong) - **Samsung Securities**, **Mirae Asset Venture Investment**, **Mirae Asset Capital**, **NH Investment & Securities**, **Shinhan Venture Investment** and **Hana Ventures** (South Korea) - **NuVentures** (India) Several of these are securities firms and asset managers, not pure venture funds — a pattern that shows up when the product being funded is a tool those same institutions might eventually buy or resell. Strategic alignment like that tends to accelerate distribution in a way a generalist VC check can't. ## What the money is for LinqAlpha says the capital will go toward three things: **expanding its global team** out of its New York headquarters, **deepening integrations** across market and alternative datasets, and **accelerating deployment** of its multi-agent platform across equities, macro, credit and multi-asset strategies. None of that is unusual for a Series A, but the emphasis on data integrations is the tell. An AI research agent is only as good as the data it can reach — pricing feeds, filings, alternative data, broker research — and licensing and piping in that many data sources is expensive and slow. That's plausibly where a meaningful share of this round goes before it goes into hiring. ## Why it matters LinqAlpha's raise is a useful data point on where AI-for-finance funding is heading in 2026: 1. **AI research tools are getting real institutional traction before getting big valuations.** A $5 trillion-plus buy-side client base at Series A stage is a strong signal that the product works — the market just hasn't attached a headline number to it yet, and LinqAlpha didn't force one into the announcement. 2. **Asian financial institutions are buying into AI research infrastructure directly, not just watching from the sidelines.** The syndicate's concentration of securities firms and asset managers from Japan, Korea, Hong Kong and India suggests strategic distribution interest as much as return-seeking capital. 3. **The AI-for-investors category is getting crowded — and differentiated.** LinqAlpha's agent-based, framework-learning approach sits alongside established players like [AlphaSense](/blog/alphasense-funding), which has built a much larger business around search and market intelligence for enterprises. Both are chasing the same underlying shift: institutional research moving from human-only workflows to AI-assisted ones. For a category this early, the more telling number isn't the $22 million — it's the $5 trillion in assets already sitting on the other side of LinqAlpha's client list. --- *Following AI funding? Wortins tracks the biggest raises, valuations, and acquisitions daily in the [AI Funding Tracker](/funding).* ## Frequently asked questions ### How much did LinqAlpha raise? LinqAlpha raised $22 million in a Series A round announced on July 2, 2026. ### What is LinqAlpha's valuation? LinqAlpha's valuation was not disclosed alongside the Series A announcement. ### Who invested in LinqAlpha? The round was anchored by AVP, Atinum Investment and GFT Ventures, with a syndicate including SBI Investment, Z Venture Capital, East Ventures, Samsung Securities, Mirae Asset Venture Investment, NH Investment & Securities, Shinhan Venture Investment, Hana Ventures and NuVentures, among others. ### What does LinqAlpha do? LinqAlpha builds an AI intelligence layer for institutional investors — a multi-agent platform that learns a user's investment framework and surfaces market-moving signals across equities, macro, credit and multi-asset strategies. --- _Curated and written by [Wortins](https://www.wortins.com) — The daily AI briefing. Every story links to its original source; the "Wortins read" on each is our own original analysis. [About Wortins & our editorial approach](https://www.wortins.com/about)._