FinTech Solutions
FinTech Solutions
Origin Quantum combines its Quantum Finance Engine with quantum-inspired algorithms to provide tools, application development and joint validation for portfolio optimization, option pricing, risk measurement and anomaly detection.
Overview
Portfolio optimization, derivatives pricing and risk assessment involve multiple constraints, complex market relationships and intensive computation, demanding efficient solvers, accurate results and smooth integration.
Origin Quantum combines its Quantum Finance Engine with quantum-inspired algorithms to provide tools, application development and joint validation for portfolio optimization, option pricing, risk measurement and anomaly detection.
The Quantum Finance Engine uses hybrid quantum–classical computing for financial modeling, quantum algorithm development and application research; quantum-inspired finance combines quantum concepts with classical methods to optimize algorithms and deploy applications on existing systems.
Together, these approaches support financial institutions in business exploration, technology R&D and application development.
Industry Challenges
Complex, Constrained Asset Allocation
Portfolios must balance returns, risk, liquidity and trading constraints. More assets and constraints make candidate portfolios harder to search and evaluate.
Costly Derivatives Pricing
Complex derivatives pricing involves stochastic simulation, scenario analysis and repeated estimation, requiring a balance between computing costs and pricing errors.
Complex Risk Modeling
Market variables, customer attributes and trading behavior are closely linked, requiring models to handle nonlinear relationships, changing data and anomalies.
Development and Integration Barriers
Financial models require adaptation to quantum algorithms, creating a need for tools for data processing, modeling, algorithm access and application development.
Continuous Model Validation
Models must be tested across market conditions and data distributions for prediction errors, stability, computing costs and business suitability.
Solution Architecture
Build a unified environment–data–algorithm–application architecture that bridges the two technical routes via shared financial business requirements.
Compare algorithms and adapt them to business needs based on pricing errors, risk detection, constraint satisfaction and computing costs, using validation results to guide implementation.
Quantum Finance Engine
The Quantum Finance Engine SDK and QPanda provide data processing, financial models, general tools and application interfaces for algorithm development, modeling and quantum hardware validation.
Quantum-Inspired Finance
Classical optimization and quantum concepts power fast Monte Carlo option pricing, VaR calculation, kernel classification and portfolio optimization for validation and on-premises deployment on existing systems.
Key Advantages
Two Approaches for Different Stages
Support quantum finance research and applications on existing systems, allowing institutions to choose an approach based on tasks, computing resources and project goals.
A Dedicated Development Framework
The SDK provides interfaces for financial data processing, model access and application development, enabling code reuse and customization to simplify quantum finance R&D.
Coverage of Core Financial Tasks
Provide algorithm tools and development support for option pricing, risk measurement, portfolio optimization, credit risk and anomaly detection.
Flexible Deployment and Joint R&D
Align solutions with business needs through on-premises deployment, joint algorithm research or custom development based on systems, data and computing resources.
Core Products and Capabilities
Quantum Finance Engine
Quantum Finance Engine SDK
Quantum Finance Applications
Custom Integrated Quantum Finance Platform
Quantum-Inspired Finance
Quantum-Inspired Fast Monte Carlo Option Pricing
Quantum-Inspired VaR Calculation
Quantum-Inspired Kernel Classification
Quantum-Inspired Portfolio Optimization
Applications
Portfolio Optimization
Portfolios balance returns, risk, liquidity and trading constraints, with larger asset pools and more constraints increasing solving demands.
Combine the engine's quantum optimization capabilities with quantum-inspired algorithms for allocation modeling, candidate search and risk–return comparison. Select a solving approach based on problem size and computing conditions to support portfolio research.
Option Pricing
Pricing different options requires extensive path simulation and payoff estimation, balancing computing costs, pricing errors and response times.
Support quantum Monte Carlo algorithm research and quantum-inspired fast Monte Carlo pricing. The former enables quantum algorithm modeling and validation; the latter prices multiple option types on existing systems, supporting derivatives valuation.
Risk Measurement
Financial risk assessment involves asset correlations, market volatility and diverse scenarios, requiring complex, continuously updated calculations.
Combine quantum financial models and quantum-inspired VaR to quantify asset and portfolio risks and compare results across market conditions and parameter settings.
Anomaly Detection and Credit Risk Analysis
Fraud, unusual trades and credit risk involve high-dimensional data, imbalanced samples and complex nonlinear relationships, requiring ongoing model testing.
Use quantum financial models, kernel methods and inspired classifiers for feature analysis, classification and anomaly detection, evaluating accuracy, stability and computing costs on real data.
Collaboration Partners
Consultation Process
Consultation
Share business problems, available data and goals.
Assessment
Review model constraints and computing needs to select an approach.
Joint Validation
Design models, compare algorithms and analyze results.
Implementation
Define development scope, deployment and plans based on validation.
Interested or have questions about our FinTech solutions?
You can reach out to us for a free consultation by submitting an online inquiry or adding our assistant. We are here to provide you with dedicated support and answers.
