ReductStore: Time-Series Data Management for Edge AI

Managing large volumes of time-stamped data has become a critical challenge for organizations. ReductStore, a Hamburg-based B2B software startup founded in 2024, is on a mission to transform data management for edge AI by delivering the fastest and most efficient time-series object store in the industry.

Founded by Alexey Timin, a senior developer, and Anthony Cavin, a data scientist, ReductStore aims to provide organizations with complete, high-performance storage solutions that simplify infrastructure and improve data operational capabilities. The startup’s one-liner, “ReductStore is the fastest time-series object store for edge AI,” encapsulates its commitment to leading the industry in edge AI storage technology.

The inspiration behind ReductStore stems from the founders’ firsthand experience working in the Industry 4.0 space. After witnessing the challenges faced by companies in managing time-series unstructured data for edge AI applications, Timin and Cavin decided to address this major problem head-on. They bootstrapped the startup and leveraged their expertise to develop a specialized solution that fills the gap in the market.

ReductStore’s journey began with an open-source foundation, which allowed the team to rapidly prototype and iterate their software based on real-world feedback. This approach has proven successful, as the startup has already secured a number of key clients who are using ReductStore’s solution to enhance their AI-driven operations.

The startup looks up to MariaDB, a company that has demonstrated the power of open-source software to transform industries. MariaDB’s ability to grow from an open-source project into a widely adopted, enterprise-grade solution serves as an inspiration for ReductStore. The founders admire MariaDB’s success in balancing open-source principles with the demands of the enterprise market, and they see a similar path for their own company as they work to secure more customers and continue to develop their software.

Looking ahead, ReductStore envisions itself as a recognized leader in the Industry 4.0 space within the next four years, particularly in the specialized niche of managing time-series unstructured data for edge AI applications. The company plans to expand its product offerings to include a comprehensive suite of tools that not only address data storage but also optimize data processing and analytics at the edge.

As organizations increasingly adopt edge AI to drive innovation and efficiency, ReductStore is poised to play a crucial role in enabling seamless data management. With its cutting-edge technology, strong open-source foundation, and dedicated team of experts, ReductStore is set to revolutionize the way businesses handle time-series data in the era of edge AI.

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