The preprint published on arXiv details the implementation of Falcondale’s quantum machine learning (QuEML) solution, Systemic Quantum Score (SQS), in partnership with Fintonic. The paper delves into the methodologies used and presents a comprehensive analysis of the business case with Fintonic, demonstrating the practical benefits of the proprietary algorithm developed. Read more at the link below.
Quantum Machine Learning for Finance
Joint Venture Between coreDevX and Stafford Computing
FalconDale leverages quantum computing and quantum simulation capabilities to advance machine learning for business risk assessment. It is designed for banks, neobanks, and fintech companies.
When data is scarce and the dataset is imbalanced, traditional machine learning models struggle to achieve high accuracy, which poses a challenge.
Statistically speaking, SMEs have different needs than large companies.
SMEs believe that banks do not try to understand their challenges
SMEs believe that banks do not try to understand their challenges
of economic growth will be generated by ecosystems in the coming decades (SMEs)
QSAAS
Systemic Quantum Score (SQS)
A highly accurate and proven scoring system, specifically designed to provide a risk score for companies under various financial product schemes.
Tangible incremental benefit
A highly accurate and proven scoring system, specifically designed to provide a risk score for companies under various financial product schemes.
The power of quantum coding makes it possible to represent linearly separable data
Bringing quantum computing to where the data is
Exploring SQS
An evolutionary, gradient-based, self-selecting elite search
We use a proprietary algorithm based on evolutionary or genetic models to generate feature maps—and ultimately quantum kernels—so that they adapt to the input data and maximize its potential in terms of separability.
Our core architecture can be adapted to actual quantum hardware.
Quantum Techniques at Your Fingertips
Discover the benefits of QML techniques today and plan for the future.
Default insurance
All of our processes will be certified and will comply with SOC 2 and ISO 27001.
Joint venture between coreDevX and Stafford Computing
Driven by a highly dedicated team, we research and develop quantum technology products that transform the present and open the door to a future without limits.
Research and Assessment
Quantum Machine Learning for Finance
Explore FalconDale’s innovation: we leverage quantum computing and quantum simulation capabilities to enhance machine learning in business risk assessment. Discover how our groundbreaking technology is redefining risk management and propelling your business into the future. To learn more about FalconDale and its use cases, download our presentation deck.
"Financial Modeling Using Quantum Computing"
Javier Mancilla, QML lead at Stafford Computing, is also a co-author of the book “Financial Modeling using Quantum Computing,” available on Amazon. In this content developed for Packt, readers can explore QML and optimization to understand the potential impact of these technologies on their own finance-related businesses.