Paraxiom Technologies Inc.
is at the forefront of innovation, building resilient bridges between the quantum and classical worlds. By integrating quantum cryptography with decentralized systems, we develop mission-ready solutions for a future where trust cannot be assumed — it must be engineered.
Our technologies combine the security of quantum protocols with the scalability of classical infrastructure. From blockchain consensus without hard forks to zero-knowledge proofs and quantum key distribution (QKD), Paraxiom delivers verifiable, tamper-resistant systems for a trustless world.
We focus on:
• Quantum-enhanced blockchain protocols
• Decentralized oracles and verifiable AI model governance
• Interoperable post-quantum identity and authentication layers
At Paraxiom, we’re not just preparing for the quantum era
— we’re designing it.
Welcome to Paraxiom Technologies
Products
Pioneering Technologies Under Development
Quantum/classical bridge
Quantum/Classic Bridge and Oracle System
Paraxiom serves as a bridge between the quantum and classical worlds, offering a cutting-edge data oracle that provides verified, tamper-proof information. This includes traditional classical data, such as financial metrics or IoT sensor readings, alongside data sourced directly from the quantum realm, enabling groundbreaking applications in cryptography, computing, and security.
BB84 QKD and Its Role
BB84 (named after its creators, Bennett and Brassard in 1984) is a quantum key distribution (QKD) protocol that ensures the secure exchange of cryptographic keys over an untrusted channel. Its primary uses include:
1. Data Encryption: Providing quantum-secure keys to encrypt sensitive communications.
2. Eavesdropping Detection: Exploiting quantum mechanics to detect if an adversary attempts to intercept or tamper with the communication.
3. Long-Term Security: Protecting against both classical and future quantum computing attacks.
Quantum Data in the Oracle
Quantum data provided by Paraxiom’s oracle can include:
• Quantum-generated random numbers (via QRNG) for secure computations.
• Quantum sensor outputs for advanced applications in defense, healthcare, and climate monitoring.
• Quantum-enhanced predictions and simulations for AI models and blockchain consensus.
This oracle system sets a new standard for combining classical and quantum data in decentralized applications, paving the way for unparalleled innovation.
Ai model governance
AI Model Governance at Paraxiom ensures that artificial intelligence operates with transparency, accountability, and ethical integrity. Our framework leverages blockchain technology to create immutable audit trails for AI model development, deployment, and updates. By integrating quantum-enhanced security, we safeguard sensitive data and ensure that model decisions are traceable and compliant with regulatory standards. This approach fosters trust and collaboration in AI-driven systems, bridging the gap between innovation and responsible implementation.
News
Q1 2025
Kirq quantum testbenchProgress Update – End of Q1 2025
Paraxiom has successfully completed Phase 0 of its integration with the KIRQ Quantum Testbed and is advancing through Phase 1.
• Integration of the QKD Rust client as a library within the Quantum Harmony Substrate-based blockchain,
• Implementation of a quantum-enhanced VRF for secure validator selection,
• Use of SPHINCS+ post-quantum signatures for node authentication
• Verification of zero-knowledge proofs for privacy-preserving identity validation.
Over 38 automated tests have passed across all subsystems, confirming the robustness of the architecture.
The final step of Phase 1 is integration with Crypto4A’s HSM for secure quantum key handling. This marks a critical advance toward building a blockchain platform resilient to quantum threats.
https://kirq.numana.tech/en/
Kirq is an innovative platform dedicated to validating quantum technologies in real-world conditions. Designed as an independent and collaborative testbed, Kirq allows companies to test, validate, and accelerate the development of advanced technologies in a controlled and secure environment. This unique model, managed by Numana, provides cutting-edge infrastructure accessible to technology developers, research organizations, and businesses, enabling strategic collaboration while reducing the costs and risks of innovation.
For Paraxiom, access to Kirq represents a key opportunity to test its post-quantum secure blockchain solutions in a robust and quantum interconnected ecosystem. Kirq provides infrastructures and network capabilities equivalent to commercial deployments.
Paraxiom is developing innovative blockchain technology, integrating both algorithmic and physical post-quantum security solutions, to offer unparalleled blockchain security. In an initial phase (stage 0), Paraxiom aims to deploy its software on a server in Sherbrooke, Quebec, with access to the QKD machines' API to validate the integration of its solutions.
The benefits of carrying out this project on the Kirq testbed include:
Accelerating validation and integration: Validate and integrate post-quantum security technologies with blockchain solutions more efficiently.
Testing in a controlled environment: Conduct tests in a real-world infrastructure setup.
Collaborating with industry leaders: Engage in strategic partnerships while minimizing innovation costs and risks.
Q4 2024
Quantum Harmony quantum/classical oracle bridge WIP
Quantum Harmony bridges the quantum and classical worlds to create secure, scalable, and decentralized solutions for the next generation of technology. This project integrates cutting-edge quantum cryptography, advanced blockchain systems, and AI model governance to redefine trust and security in digital infrastructure.
Key Features
• Quantum-Classical Integration: Combines the security of quantum cryptography (e.g., BB84 QKD) with the scalability of classical systems.
• Decentralized Oracle Systems: XML-powered oracles for real-time, verified data, including quantum-generated randomness and classical data streams.
• AI Model Governance: Blockchain-based governance framework ensuring transparency, accountability, and compliance for AI systems.
• High Performance and Finality: Achieves rapid data finality with redundancy and persistence, ensuring robust and reliable operations.
Vision
Quantum Harmony aims to create a seamless connection between emerging quantum technologies and practical applications in industries such as cybersecurity, finance, healthcare, and beyond.
Stay tuned for updates as we continue to develop secure, scalable, and innovative solutions for the future of decentralized systems.
Q4 2023
Kudos Carnival
Silvereau tied third place
https://www.morekudos.com/carnival#leaderboard
Q2 2024
Federated learning algorithm
https://github.com/Paraxiom/federated-learning
Project Overview
This project implements a federated learning simulation with a focus on Deep Reinforcement Learning (DRL) for optimizing task scheduling across distributed nodes. It uses TensorFlow to build and train deep learning models and evaluates their performance in a simulated environment.
- Features
Deep Q-Networks (DQN): Implementation of DQN for action decision-making in task scheduling.
- Environment Simulation: Custom environment for simulating node and task interactions.
- Performance Metrics: Evaluation of models based on task delay and resource utilization.
- Visualization: Graphical representation of training progress and results.
Q1 2023
Paraxiom federated and decentralized parachain oracle system
https://github.com/Paraxiom
The goal of this project is to offer a data aggregation and trustless oracle system as native parachain in the DotSama ecosystem. This means:
Registering new feeds
Consuming data from a registered feeds (aka. sources) via XCM
A staking / slashing mechanism to ensure the game-theoretic elements of the process
unfinished
Hiring is on ice ATM but ...
Developers, researchers, and community builders.
stay tuned for openings
Ready and eager to contribute?
Ideas for collaboration?
Please Contact me: sylvain@paraxiom.org
Services
- Systems R&D
- Consulting
- Mentoring
- Education