CVector Secures $1.5 Million Funding to Revolutionize Industrial AI Data Infrastructure

CVector Secures $1.5 Million in Pre-Seed Funding

CVector Energy, a pioneering software company, recently announced that it has successfully raised $1.5 million in a pre-seed funding round led by Schematic Ventures. This crucial investment aims to advance the development of the data backbone foundational to industrial artificial intelligence (AI). Founded by a team of engineers and researchers from major institutions like Shell and CERN, CVector is set to transform how industrial systems collect, process, and analyze data in real-time.

CVector is redefining industrial operations by creating infrastructure that enables AI-driven processes within factories and essential services. Their innovative time-series AI platform integrates high-resolution asset data with dynamic external factors, including fluctuations in energy prices, local weather conditions, and prevailing market trends. This capability allows operators to make informed, immediate decisions, which is pivotal in today’s rapidly evolving industrial landscape.

Traditional data systems were not designed to support AI applications effectively, leading to gaps in responsiveness and adaptability. CVector seeks to bridge this gap and lay the groundwork for a future where industrial operations can function autonomously, leveraging AI technology to optimize productivity and efficiency.

The CVector platform is specifically crafted for complex environments, allowing operators to implement AI agents, utilize hybrid physics-informed models, and deploy self-healing troubleshooting features. This technology adapts to unique workflows and learns from operator behaviors, ensuring that the intelligence delivered is not only actionable but also customized for each operational scenario.

As of August 2025, CVector is already operational in diverse sectors such as energy, chemicals, and advanced manufacturing, providing valuable insights that range from research and development labs to existing industrial assets. Furthermore, the company received ISO 27001 certification in June 2025, and is currently working toward SOC 2 Type II compliance to highlight its commitment to safeguarding enterprise-level data security.

Richard Zhang, co-founder and CEO of CVector, stated, “We are building the brain and nervous system for industrial assets. Our innovations equip operators and engineers with capabilities to plug in AI, comprehend system-wide behaviors, and execute actions with precision and speed.” The funding raised will facilitate CVector in scaling these advancements across more critical operational environments, ultimately driving the adoption of AI in industrial settings.

CVector’s pathway includes integrating robust innovations from industries such as finance, oil and gas, and the racing sector into the industrial realm. The adaptive AI layer not only focuses on data collection but also emphasizes the continuous monitoring and illustration of long-term patterns, thus enabling operators to enhance troubleshooting processes, conduct swift root-cause analyses, and enhance forward-thinking system planning.

“CVector is addressing one of the core challenges in industrial AI—making operational data genuinely actionable,” added Julian Counihan, General Partner at Schematic Ventures. “The platform’s design is focused on factory and field applications, and we foresee it becoming a cornerstone for the autonomous industrial resources of the future.”

Headquartered in Providence, RI, with additional offices in New York, NY, and Frankfurt, Germany, CVector aims to expedite the transition toward a future where industrial systems are primarily guided by real-time intelligence, adaptive AI, and consistent control mechanisms that self-repair. The funding will support the expansion of their team, enhance product development, and foster scaling necessary for deployments in some of the world's most demanding industrial environments.

By placing a robust focus on merging AI with operational strategies, CVector Energy is positioned to lead the charge into the next generation of smart industrial practices. Their innovation can help companies not only cope with the complexities of modern operations but also thrive in a data-driven future. To find out more about CVector and its offerings, visit www.cvector.com.

About Schematic Ventures

Schematic Ventures is an early-stage venture capital firm that invests in supply chain, manufacturing, and industrial technology enterprises. They partner with technical innovators to help build the next generation of operational infrastructures. More information is available at www.schematicventures.com.