# Quantum Dice > Probabilistic hardware for probabilistic algorithms. Quantum Dice is a spin-out from the University of Oxford's Department of Physics, building the first scalable probabilistic computing platform. The company's photonics-powered hardware delivers orders-of-magnitude gains in speed and energy efficiency for NP-hard optimization problems and next-generation AI. ## Core Technologies ### ORBIT Architecture The ORBIT Probabilistic Processing Unit (PPU) combines ultra-fast photonic p-bits with electronic control to deliver a scalable, room-temperature probabilistic computer. P-bits are probabilistic bits that fluctuate between 0 and 1 with controllable probability. By wiring many p-bits into a network and tuning their interactions, the system naturally explores and settles into low-energy configurations that correspond to high-quality solutions. ### DISC Protocol A patented protocol that continuously monitors the quantum source of randomness to verify quality and stabilize computation. Provides precise, reproducible sampling critical for rapid convergence in probabilistic algorithms. ## Products ### ORBIT PPU - Lagrange-0 The first probabilistic processing unit powered by the ORBIT architecture. - 64,000 logical p-bits - 2.7 gigaflips per second - Standard 2U server form factor with Ethernet interface - No special cooling required - [Product page](/products/orbit-processors) ### QRNG Products Quantum Random Number Generators featuring the patented DISC protocol for continuous hardware-based entropy evaluation. - **APEX**: 1U rackmount QRNG server for data centres, up to 2.5 Gbps throughput via Ethernet. [Product page](/products/qrng/apex) - **VERTEX**: PCIe-based QRNG for integration within networking and computing hardware, up to 2.5 Gbps throughput. [Product page](/products/qrng/vertex) - **SparQ**: Compact system-on-module QRNG for embedded systems and IoT, 15-20 Mbps, under 1W power. [Product page](/products/qrng/sparq) - **QEaaS**: Quantum Entropy-as-a-Service, distributing certified random numbers over a network to connected devices. [Product page](/products/qrng/qeaas) ## Applications - **Combinatorial Optimization**: Transportation and logistics routing, telecom and utilities network optimization, chip design and EDA. - **Probabilistic and Energy-based AI**: Native support for MCMC and energy-based learning, fully connected Boltzmann machines at scale. - **Quantum-inspired Simulation**: Accelerated sampling-heavy simulators and lattice-based optimization at room temperature. - **Cryptanalysis Research**: Specialized hardware for navigating large search spaces. ## Key Pages - [Homepage](/) - [About](/about) - [Technology Overview](/technology/overview) - [Applications](/technology/applications) - [ORBIT Processors](/products/orbit-processors) - [QRNG Products](/products/qrng) - [APEX QRNG](/products/qrng/apex) - [VERTEX QRNG](/products/qrng/vertex) - [SparQ QRNG](/products/qrng/sparq) - [QEaaS](/products/qrng/qeaas) - [Resources](/resources) - [Careers](/careers) - [Trust Centre](/trust-center) - [Contact](/contact) ## Contact For inquiries, partnerships, and consultations: [Contact page](/contact)