Self-certifying QRNGs for

the finance & banking sector

Verifiably high-quality random numbers are vital to the modern economy. In finance and banking, they ensure the cybersecurity of transactions, infrastructure, and data while also underpinning stochastic methods like Monte Carlo simulations, which are essential for tasks such as pricing complex financial instruments, risk estimation, stress testing, and portfolio optimisation.

Current RNG solutions used in finance & banking

Quantum Dice's DISC™
protected QRNG

Application areas

Where are QRNGs used in Finance and Banking?

QRNGs in
classical cryptography

Generating the random numbers to be used as cryptographic keys for applications such as encryption, decryption, authentication, and secure communication protocols. Potential use cases include securing mobile banking, encrypting interbank communications, and protecting digital wallets.

QRNGs in
quantum cryptography

Generating the random numbers to be used as secure encryption keys necessary for Quantum Key Distribution (QKD) protocols enabling quantum-secure network infrastructure. Potential use cases include safeguarding international payments and sensitive financial communications.

QRNGs in
post-quantum security

Providing secure random numbers to enable post-quantum cryptographic algorithms (e.g., lattice-based cryptography). Potential use cases include protecting archives, securing blockchain products, and strengthening digital identity against quantum threats.

QRNGs for enhanced simulations

Providing reliably high-quality random numbers to enhance stochastic modelling and statistical simulations, such as Monte Carlo simulations. Potential use cases include improving stress testing, portfolio optimisation, risk estimation.

THE BENEFITS

cybersecurity

Enhanced
Security

Live entropy monitoring 
thanks to the DISCTM protocol.

Quantum-resistant security

DISCTM QRNGs facilitate the generation of stronger, threat-resistant encryption keys.

Seamless
integration

Easily integrates with current systems and infrastructure.

Improved customer trust and satisfaction

Enhances security and privacy of services, increasing customer trust and satisfaction.

THE BENEFITS

Simulations

Improved accuracy

More accurate estimates and predictions meaning organisations can make better informed decisions.

SHORTER SIMULATION TIMES

A substantial reduction in computing steps leading to cost, time and energy savings.

Testimonials

“HSBC has been exploring how quantum technologies could impact real business applications today. We are working with Quantum Dice to address whether quantum random number generators can enhance Monte Carlo simulations. These are important tasks in financial services with applications such as computing risk analytics and pricing complex derivatives. Our joint work with Quantum Dice started under an Innovate UK grant, and we are now pleased to move forward with a planned commercial PoC.”
 

Philip Intallura, Global Head of Quantum Technologies at HSBC

Solutions for Finance & banking

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Dr RamY
Shelbaya

CEO & Co-founder

A physicist by background, Ramy co-founded Quantum Dice right after completing his DPhil in Atomic and Laser Physics at the University of Oxford. Having previously worked on a wide variety of applications in quantum technologies ranging from computing to communications and sensing, Ramy has a passion for the communication and the commercialization of scientific breakthroughs. Ramy has been leading the company ever since its original inception focusing on ensuring the alignment between the technology development and the needs of the market while ensuring Quantum Dice’s continued growth.