Vertex Holdings

Vertex Holdings, established in 1988, is a Singapore-based investment firm with a global presence. It focuses on early-stage technology and healthcare companies, primarily in the United States, Israel, India, and Southeast Asia. The firm, through its Vertex Ventures arm, specializes in seed and Series A investments, particularly in software infrastructure, developer tools, data, security, and vertical SaaS. It is known for its deep operational experience and extensive networks, providing entrepreneurs with access to capital, talent, partners, and customers to build global businesses.

Sandeep Bhadra

General Partner

Jeff Chang

Managing Director

Ran Gartenberg

General Partner and CFO

James Lee

Managing Director

Kanika Mayar

Partner, Investment

Yanai Oron

General Partner

Domenic Perri

Operating Partner

Megan Reynolds

Principal

In Sik Rhee

General Partner

Insik Rhee

General Partner

Chase Roberts

Principal

Gideon Shichman

General Partner

Sin Hui Tham

Managing Director, Fund Operations

Hanming Wang

Senior Associate

Zhijin Xia

Partner

Ying XU

General Partner

Past deals in Data Visualization

Recce

Pre Seed Round in 2025
Solving the data context problem

Savant Labs

Series A in 2025
Savant Labs specializes in an analytics automation platform tailored for analysts and operations teams. This platform provides a low-code, no-code solution that facilitates data access, preparation, blending, and analysis, along with the automated delivery of insights to various applications and dashboards. By streamlining the collection and exploration of data, as well as enabling transformation and analysis, Savant Labs empowers analysts to independently leverage data assets and automate repetitive tasks. The platform also incorporates features for collaboration tracking and governance, thus supporting businesses in integrating analytics and automation to enhance their overall operations.

Riley AI

Seed Round in 2025
Riley AI specializes in developing an AI-driven product discovery platform. This platform integrates diverse data sources, transforms them into tailored product strategies, optimizes execution, and fosters collaboration. By doing so, Riley AI helps businesses minimize poor decisions and enhance their return on investment.

Vividly

Venture Round in 2022
Vividly offers a trade promotion management platform that leverages artificial intelligence and machine learning to enhance the operational efficiency of consumer packaged goods (CPG) brands. Designed with small to midsize companies in mind, the software simplifies trade management by providing an intuitive interface and a robust data analytics engine. This enables clients to streamline workflows and automate processes, ultimately saving time and reducing costs associated with trade promotions. By focusing on indirect-heavy businesses, Vividly addresses the unique challenges faced by its clients, facilitating faster decision-making and improved trade management outcomes.

Lumigo

Series A in 2021
Lumigo Ltd. operates a platform designed for monitoring, troubleshooting, and optimizing serverless applications. Founded in 2018 and based in Tel Aviv, Israel, the platform leverages data analysis to understand the normal behavior of serverless applications, providing live visual maps and insights for developers. This functionality enables operations teams to trace requests not only through the serverless infrastructure but also across related services, such as databases and storage. By implementing distributed tracing, Lumigo offers end-to-end stack traces that include full HTTP payload data, allowing organizations to quickly address critical production issues without the need for extensive logging. The platform also enhances visibility and traceability, helping enterprises prevent service disruptions through actionable alerts based on user behavior analytics.

Tulip Interfaces

Series C in 2021
Tulip Interfaces, Inc. specializes in creating applications for the manufacturing industry that enhance shop floor operations. Founded in 2012 and based in Somerville, Massachusetts, the company offers a no-code platform that allows organizations to integrate data from various sources, including sensors and existing equipment. This integration facilitates the creation of digital work instructions and provides real-time visibility into operations, including the performance of personnel and machinery. Tulip serves a diverse range of industries, including consumer electronics, pharmaceuticals, apparel, and medical devices, helping companies improve productivity, quality, and operational efficiency. By leveraging advanced technologies such as intelligent hardware sensors, computer vision, and machine learning, Tulip's platform enables organizations to digitally transform their operations and achieve better end-to-end traceability.

Zepl

Series A in 2020
Zepl is a San Francisco-based company, with additional offices in California and Seoul, South Korea, that develops a data analytics platform for enterprises. Founded in 2011 and originally known as NFLabs, the company offers Apache Zeppelin, a web-based notebook for interactive data analytics, and ZeppelinHub for sharing and repeating graphs and reports. Zepl's platform enables data engineers, scientists, business analysts, and decision-makers to analyze, collaborate, and share insights securely and efficiently, supporting various open-source tools and languages. The company's mission is to simplify data analysis, making it more accessible and collaborative for organizations.

Tulip Interfaces

Series B in 2019
Tulip Interfaces, Inc. specializes in creating applications for the manufacturing industry that enhance shop floor operations. Founded in 2012 and based in Somerville, Massachusetts, the company offers a no-code platform that allows organizations to integrate data from various sources, including sensors and existing equipment. This integration facilitates the creation of digital work instructions and provides real-time visibility into operations, including the performance of personnel and machinery. Tulip serves a diverse range of industries, including consumer electronics, pharmaceuticals, apparel, and medical devices, helping companies improve productivity, quality, and operational efficiency. By leveraging advanced technologies such as intelligent hardware sensors, computer vision, and machine learning, Tulip's platform enables organizations to digitally transform their operations and achieve better end-to-end traceability.

SCUBA Analytics

Venture Round in 2018
SCUBA Analytics develops a continuous intelligence platform that focuses on unifying customer experience management. Founded in 2013 and headquartered in Redwood City, California, with additional locations in Dallas and Bellevue, the company provides a solution that allows business intelligence and data science teams to make real-time decisions across various business silos. SCUBA's platform is designed for fast and scalable analysis of large datasets, enabling users to interpret billions of events in seconds. By employing a visual interface, the platform allows clients to conduct direct queries and explore essential business metrics such as growth, retention, conversion, and engagement, ultimately helping organizations understand customer behavior and improve product utilization.

DataRails

Series A in 2018
DataRails is a financial planning and analysis platform that streamlines financial reporting and planning by automating traditionally manual processes. This allows finance teams to continue using familiar tools like Excel while shifting their focus from data gathering to data analysis. The platform enables users to collect, prepare, and analyze financial and operational data, transforming it into actionable insights for strategic decision-making. By empowering finance professionals to independently access and leverage critical information, DataRails facilitates improved revenue generation and cost reduction initiatives within organizations.

Quilt Data

Seed Round in 2017
Quilt Data, Inc. is a San Francisco-based company founded in 2015 that specializes in crowdsource data collection and organization services. The company operates a cloud-based platform designed to enhance data management for organizations, enabling faster, more collaborative, and trustworthy data interactions among all team members, not just data scientists. Quilt's platform facilitates the management of code, sharing, discovery, analytics, and insights, while also providing custom information development and personalized training. This approach allows organizations to make informed decisions more rapidly, improving their operational efficiency and competitive advantage in an increasingly data-driven environment.

DataRails

Series A in 2017
DataRails is a financial planning and analysis platform that streamlines financial reporting and planning by automating traditionally manual processes. This allows finance teams to continue using familiar tools like Excel while shifting their focus from data gathering to data analysis. The platform enables users to collect, prepare, and analyze financial and operational data, transforming it into actionable insights for strategic decision-making. By empowering finance professionals to independently access and leverage critical information, DataRails facilitates improved revenue generation and cost reduction initiatives within organizations.

Zepl

Seed Round in 2016
Zepl is a San Francisco-based company, with additional offices in California and Seoul, South Korea, that develops a data analytics platform for enterprises. Founded in 2011 and originally known as NFLabs, the company offers Apache Zeppelin, a web-based notebook for interactive data analytics, and ZeppelinHub for sharing and repeating graphs and reports. Zepl's platform enables data engineers, scientists, business analysts, and decision-makers to analyze, collaborate, and share insights securely and efficiently, supporting various open-source tools and languages. The company's mission is to simplify data analysis, making it more accessible and collaborative for organizations.

HyperRoll

Series C in 2004
HyperRoll is a provider of data warehouse performance acceleration software, specializing in its Data Performance Management Suite. This suite enhances load times, query times, and throughput for data warehouses, enabling organizations to respond swiftly to changes in data and metadata while reducing overall costs. HyperRoll's innovative software architecture represents a significant advancement in managing business data performance. In addition to its core software offerings, the company also provides solutions across various sectors, including consumer products, retail, finance, supply chain, and customer relationship management. Furthermore, HyperRoll offers advisory, consulting, education, and technical support services to assist clients in maximizing the benefits of their data management strategies.

HyperRoll

Series B in 2002
HyperRoll is a provider of data warehouse performance acceleration software, specializing in its Data Performance Management Suite. This suite enhances load times, query times, and throughput for data warehouses, enabling organizations to respond swiftly to changes in data and metadata while reducing overall costs. HyperRoll's innovative software architecture represents a significant advancement in managing business data performance. In addition to its core software offerings, the company also provides solutions across various sectors, including consumer products, retail, finance, supply chain, and customer relationship management. Furthermore, HyperRoll offers advisory, consulting, education, and technical support services to assist clients in maximizing the benefits of their data management strategies.
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