Kipu Quantum Unveils Quantum Feature Mapping to Improve AI Precision in Sensitive Domains

BERLIN and KARLSRUHE, Germany, Aug. 14, 2025 — Kipu Quantum has announced the launch of Huk Quantum Feature Mapping, a commercial quantum machine learning (QML) service for industry-relevant use cases. The service is now available via the Kipu Quantum Hub platform.

Kipu Quantum is claiming that the new service leverages proprietary analog quantum feature mapping technologies to improve traditional datasets into massive quantum-enhanced feature representations. The latter, when suitably fed into classical machine learning workflows, unlock patterns and correlations inaccessible to conventional feature engineering. Consequently, Kipu Quantum’s tech is boosting the positive-class precision giving a 60% improvement for the molecular toxicity dataset. While the classification algorithms may remain classical, the quantum preprocessing step, involving quantum-supremacy computational power, is a key driver of these unprecedented results, and the relative performance gains are expected to grow with each successive quantum hardware generation.

Designed for Scarce Data Scenarios

Huk Quantum Feature Mapping is ideally suited for domains where data is difficult, expensive, or ethically sensitive to obtain, including clinical trials, security data, or satellite and drone imaging. This is the case, for example, in rare disease detection, novel drug discovery, or financial risk prediction. By reducing the time, cost, and ethical burden of data collection and labeling, Kipu’s Huk solution offers a path to faster innovation and more responsible AI deployment in a large class of industrial, dual-use, medical, and scientific applications.

Huk Quantum Feature Mapping will make use of most powerful commercial quantum processors with analog, digital, annealing, and digital-analog quantum computing encodings. A number of further announcements with innovative products and services will appear soon and along the year.

About Kipu Quantum

Kipu Quantum is a world-class German company dedicated to advancing application- and hardware-specific quantum computing solutions across diverse industries. Since its founding in 2021, Kipu Quantum has consistently delivered groundbreaking innovations, achieving runtime quantum advantage and pioneering first quantum products. These advancements underscore the company’s commitment to addressing industry-relevant challenges through innovative algorithmic technology. The company offers its solutions as quantum software on its PLANQK platform, which enables frictionless access for more than 220 organizations to integrate quantum solutions into their existing processes. Kipu Quantum is also the pioneer in the core merging of artificial intelligence with quantum computing. Kipu Quantum designs and builds smart agents along quantum workflows involving hardware and software, giving rise to the novel field called Agentic Quantum Computing.

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