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LinqAlpha Raises $22 Million to Build the Alpha Intelligence Layer for Global Public Markets

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LinqAlpha turns each investor’s own research into AI agents that surface market-moving signals before they are priced in.

NEW YORK, July 2, 2026 /PRNewswire/ — LinqAlpha, the AI-native company building the Alpha Intelligence Layer for global public markets, today announced $22 million in Series A funding. The round was anchored by AVP, Atinum Investment, and GFT Ventures, with participation from a global syndicate of strategic financial institutions and venture platforms.

Founded by Jacob Choi, Subeen Pang, Jin Kim, and Hojun Choi, LinqAlpha brings together former Goldman Sachs analysts and MIT computer science PhDs. Since launch, the platform has seen rapid adoption, serving over 70 financial institutions across the U.S., Europe, and Asia, including sell-side sales, trading, and research teams at leading investment banks, as well as buy-side clients such as Causeway Capital Management LLC and Schonfeld Strategic Advisors LLC. Collectively, LinqAlpha’s buy-side clients manage more than $5 trillion in assets.

The company was built to address a critical inflection point in modern finance: public markets have become too fast, global, and interconnected for traditional research workflows. A supply-chain disruption in Asia, a policy shift in Europe, a social-media signal, an earnings call, and a credit-market move can all become part of the same thesis within hours. The challenge for institutional investors is no longer finding information; it is synthesizing thousands of moving signals into differentiated judgment before consensus catches up.

“The first wave of AI in finance made analysts faster. The next wave changes what they can know,” said Hojun Choi, co-founder and co-CEO of LinqAlpha. “The edge no longer comes from retrieving information; it comes from systems that surface market-moving signals before they are priced in.”

To deliver this edge, LinqAlpha enables institutional teams to deploy specialized AI agents that learn each user’s unique investment framework.

“In effect, LinqAlpha builds a second brain for every investment team: one that turns accumulated research into actionable insight across liquid public markets,” said Jacob Choi, co-founder and co-CEO of LinqAlpha. “Instead of a generic model’s average answer, each team gets agents that reason in the context of its own thesis history and evolve with its feedback and market view.”

“Most AI tools in finance help professionals retrieve information faster or automate repetitive work,” said Manish Agarwal, General Partner at AVP. “LinqAlpha is addressing a larger opportunity: building systems that help institutional investors discover differentiated insights in public markets that reward speed, context, and proprietary judgment.”

Alongside the lead investors, the round was oversubscribed with participation from a deep bench of strategic financial institutions and venture platforms across the U.S., Europe, and Asia. The new capital will be used to expand LinqAlpha’s global team—now headquartered in New York—deepen integrations across market and alternative datasets, and accelerate the deployment of its multi-agent platform across equities, macro, credit, and multi-asset strategies.

About LinqAlpha

LinqAlpha is a New York-based AI company building the Alpha Intelligence Layer for global public markets. Its platform lets institutional investors deploy specialized AI agents that learn each user’s investment framework and synthesize data into actionable insight. More than 70 financial institutions across the U.S., Europe, and Asia use LinqAlpha to support investment research and decision-making, including buy-side clients that collectively manage more than $5 trillion in assets.

For more information, visit www.linqalpha.com.

Notes to Editors

The Series A global syndicate includes strategic participation from SBI Investment and Z Venture Capital in Japan; Betatron Venture Group, East Ventures, and SV Investment across Southeast Asia and Hong Kong SAR; Samsung Securities, Mirae Asset Venture Investment, Mirae Asset Capital, NH Investment & Securities, Shinhan Venture Investment, and Hana Ventures in South Korea; and NuVentures in India.

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SOURCE LinqAlpha

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Systech Launches New All-in-One Pharma Packaging and Serialization Stations

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DOWNERS GROVE, Ill., Oct. 20, 2026 /PRNewswire/ — Systech, part of Markem-Imaje and Dover and a leading provider of pharmaceutical serialization and traceability solutions, today announced the launch of two new integrated packaging solutions designed to help pharmaceutical manufacturers and contract development and manufacturing organizations (CDMOs) increase automation, improve operational efficiency and enhance production flexibility.

The new ST15S Semi-Automated Serialization and Aggregation Station and ST16P Multi-Aggregation and Automated Label Print & Apply Station operate seamlessly with industry-leading UniSeries® software, integrating critical packaging, serialization, aggregation and labeling functions into compact, easy-to-deploy systems. By consolidating multiple processes within a single station, these systems help manufacturers reduce complexity, optimize labor resources and improve packaging productivity without requiring significant line modifications or facility expansion.

“Packaging operations today are under constant pressure to increase output, maintain compliance and do more with constrained labor and facility resources,” said Steve Engdahl, Vice President of Product at Systech. “The ST15S and ST16P were developed to help manufacturers automate critical packaging processes without introducing additional complexity. By bringing serialization, aggregation, rework and labeling capabilities together within integrated systems, customers can streamline workflows, reduce manual intervention and improve operational efficiency.”

The ST15S Semi-Automated Serialization and Aggregation Station combines semi-automated serialization, manual case aggregation, pallet aggregation and rework capabilities within a single workstation. Functions that traditionally require multiple stations for printing, inspection, aggregation and rework can now be performed through a unified system managed from one interface. By reducing operator handoffs and consolidating workflows, the ST15S helps minimize product handling and simplify day-to-day packaging activities.

The ST16P Multi-Aggregation and Automated Label Print & Apply Station combines semi-automated Pack-by-Layer aggregation with automated label printing and application in a single ergonomic platform. By integrating multiple aggregation processes and automating label management, the system helps teams reduce manual intervention, improve consistency, and perform aggregation activities more efficiently while supporting compliance requirements.

“Our product strategy begins with understanding the day-to-day challenges packaging teams face on the production floor,” continued Engdahl. “Those insights guide us toward opportunities where automation can reduce complexity and strengthen overall packaging performance. The ST15S and ST16P reflect that customer-driven approach by delivering practical automation solutions that help manufacturers enhance productivity while remaining adaptable to changing production requirements.”

Available now, these new systems expand Systech’s integrated packaging, serialization and traceability portfolio. Built on proven Systech platforms, the ST15S and ST16P can be deployed as part of an existing Systech-managed line or alongside third-party equipment already in place, avoiding the cost and disruption of a complete line redesign. By bringing greater automation to established packaging environments, the systems help manufacturers optimize workflows, protect existing technology investments and add advanced packaging capabilities.

About Systech:

Systech is a trusted provider of pharmaceutical track and trace solutions, bringing more than 40 years of expertise from the packaging line to the broader supply chain. Built on deep line-level experience, its integrated hardware and proven software solutions help reduce operational friction, improve efficiency, strengthen compliance and protect product integrity. With a perspective shaped by the realities of packaging, serialization, inspection and traceability, Systech partners with manufacturers of all sizes to build connected, modern supply chains that drive productivity and operational excellence. Systech is a leading brand of Markem-Imaje and a part of Dover Corporation. Visit www.systechone.com for further information.

About Markem-Imaje:

Markem-Imaje, a wholly owned subsidiary of Dover Corporation, connects products and protects brands through intelligent identification, traceability and consumer engagement solutions. We offer the industry’s most comprehensive range of marking and coding systems seamlessly integrated with trusted software, services and consumables. Over 50,000 customers worldwide partner with us to help them unlock the power of information in codes. With decades of proven expertise provided through the most extensive global network, we empower our customers to optimize supply chain efficiencies, achieve sustainability and compliance objectives, keep products safe and engage their consumers. This is intelligence, beyond the mark. Visit www.markem-imaje.com for further information.

About Dover:

Dover is a diversified global manufacturer and solutions provider with annual revenue of over $8 billion. We deliver innovative equipment and components, consumable supplies, aftermarket parts, software and digital solutions, and support services through five operating segments: Engineered Products, Clean Energy & Fueling, Imaging & Identification, Pumps & Process Solutions and Climate & Sustainability Technologies. Dover combines global scale with operational agility to lead the markets we serve. Recognized for our entrepreneurial approach for over 70 years, our team of approximately 24,000 employees takes an ownership mindset, collaborating with customers to redefine what’s possible. Headquartered in Downers Grove, Illinois, Dover trades on the New York Stock Exchange under “DOV.” Additional information is available at dovercorporation.com.

Systech Contact:
Lou Ann Hodges
(609) 395-8400
pr@systechone.com

Dover Media Contact:
Adrian Sakowicz, VP, Communications
(630) 743-5039
asakowicz@dovercorp.com

Dover Investor Contact:
Jack Dickens, VP, Investor Relations
(630) 743-2566
jdickens@dovercorp.com

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SOURCE Dover

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Hagerty to Report Third Quarter 2026 Results and Host Conference Call on Tuesday, November 3, 2026

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TRAVERSE CITY, Mich., Oct. 20, 2026 /PRNewswire/ — Hagerty, Inc. (NYSE: HGTY), a business that makes it easier and more enjoyable to be a driving enthusiast, today announced it will report its third quarter 2026 financial results before the market opens on Tuesday, November 3, 2026.

Hagerty will hold a conference call to discuss the financial results at 10:00 am Eastern Time on that day. A live webcast of the conference call will be available on Hagerty’s investor relations website at investor.hagerty.com. To dial-in for the conference call, please register using the link found here to receive your unique dial-in and PIN.

A webcast replay of the call will be available at investor.hagerty.com following the call.

About Hagerty, Inc. (NYSE: HGTY)
Hagerty is a company built by drivers for drivers, protecting 3.0 million vehicles in the United States, Canada and the UK. We make it easier and more enjoyable for enthusiasts to drive and celebrate the machines they love through innovative insurance products, live and digital auctions, engaging media and events, and the Hagerty Drivers Club, the world’s largest membership community of car lovers.

For more information, please visit www.hagerty.com or www.newsroom.hagerty.com. 

Category: Financial

Source: Hagerty

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SOURCE Hagerty

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LendingTree, Inc. to Report Third Quarter 2026 Earnings on November 3, 2026

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CHARLOTTE, N.C., Oct. 20, 2026 /PRNewswire/ — LendingTree, Inc. (NASDAQ: TREE), operator of LendingTree.com, the nation’s leading online financial services marketplace, today announced that it will release fiscal third quarter 2026 results after market close on Tuesday, November 3, 2026.  The company will also post a letter to shareholders on the Company’s website at investors.lendingtree.com.

The Company will hold its earnings conference call at 4:30 p.m. ET to discuss the release, which will be simultaneously webcast via the Company’s website at investors.lendingtree.com.  The webcast replay will be available following the event.

About LendingTree, Inc.

LendingTree, Inc. is the parent of LendingTree, LLC and several companies owned by LendingTree, LLC (collectively, “LendingTree”).

LendingTree (NASDAQ: TREE) is one of the nation’s largest, most experienced online financial platforms, created to give consumers the power to win financially.  LendingTree provides customers with access to the best offers on loans, credit cards, insurance and more through its network of over 770 financial partners.  Since its founding, LendingTree has helped millions of customers obtain financing, save money, and improve their financial and credit health in their personal journeys. With a portfolio of innovative products and tools and personalized financial recommendations, LendingTree helps customers achieve everyday financial wins.

LendingTree, Inc. is headquartered in Charlotte, NC. For more information, please visit www.lendingtree.com.

INVESTOR RELATIONS:
investors@lendingtree.com

MEDIA RELATIONS:
press@lendingtree.com

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SOURCE LendingTree, Inc.

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