01 Quantum Announces Quantum AI Wrapper (QAW) Technology to Protect Privacy in the AI Market
MWN-AI** Summary
On November 12, 2025, 01 Quantum Inc. (TSXV: ONE) (OTCQB: OONEF) unveiled its cutting-edge Quantum AI Wrapper (QAW) technology, aimed at enhancing security and privacy in the rapidly evolving artificial intelligence (AI) sector. As the AI market is projected to hit $250 billion USD by the end of 2025, special-purpose AI models, designed for specific tasks like credit fraud detection and medical diagnostics, require robust security measures to safeguard sensitive user data and protect intellectual property from model extraction.
The QAW technology addresses this dual security challenge by enabling encrypted AI queries and inferences, ensuring that neither user data nor vendor models are exposed during AI processing. This breakthrough is achieved through a combination of Full Homomorphic Encryption (FHE) and 01 Quantum's IronCAP™ cryptography, which is recognized for its resistance to future quantum threats. FHE allows complex computations to be performed on encrypted data, eliminating the need for decryption and thereby preserving privacy.
CEO Andrew Cheung emphasized the potential of QAW in high-stakes environments, catering to critical applications where data sensitivity is paramount. The technology's significance lies not only in its immediate applications but also in its long-term viability against emerging quantum computing threats (often referred to as Q-Day). A patent application has been filed for the underlying secure AI operations, further solidifying the company's commitment to advancing cybersecurity solutions.
01 Quantum's strategic intent includes a forthcoming live demonstration and a commercialization strategy to illustrate how QAW can facilitate secure AI deployments across various industries. With its innovative approach, 01 Quantum is positioning itself at the forefront of AI privacy and security in a quantum-computing era.
MWN-AI** Analysis
**Market Analysis and Advice on 01 Quantum's QAW Technology Announcement**
01 Quantum Inc. has unveiled its Quantum AI Wrapper (QAW) technology, a significant advancement aimed at enhancing the security and privacy associated with special-purpose AI models. Given the forecasted growth of the AI market—expected to reach $250 billion by the end of 2025 and $1.77 trillion by 2032—this innovation could position 01 Quantum as a key player in an increasingly critical sector.
The duality of user and vendor risks within AI—where sensitive data can be exposed during inference and models at risk of being extracted—has been a significant bottleneck for widespread adoption. By leveraging Full Homomorphic Encryption and IronCAP™ technology, QAW addresses these challenges head-on. This positions the company favorably in a market that is not only aiming for rapid growth but is also becoming more sophisticated in its security needs.
Investors should monitor several factors in evaluating the potential of 01 Quantum's latest offering:
1. **Market Demand for Security Solutions**: With the rising number of data breaches across industries, enterprises are increasingly seeking secure AI applications. The demand for QAW-empowered solutions could enhance 01 Quantum's market penetration.
2. **Regulatory Trends**: As data privacy regulations tighten worldwide, companies complying with these standards may find QAW technology appealing, enhancing 01 Quantum's customer base.
3. **Technological Edge**: The integration of quantum-safe cryptographic measures positions the firm advantageously against future quantum computing threats, potentially increasing long-term adoption.
While the promising outlook for QAW technology augurs well for 01 Quantum's growth trajectory, investors should also remain cognizant of inherent market risks and competitive pressures as the company transitions from development to commercialization. Keeping abreast of upcoming live demonstrations and strategic commercial partnerships will provide valuable insights into the company’s momentum in the evolving AI landscape. Careful evaluation of these dynamics will be essential for making informed investment decisions.
**MWN-AI Summary and Analysis is based on asking OpenAI to summarize and analyze this news release.
Encrypted AI for Data and IP Protection
Toronto, Ontario--(Newsfile Corp. - November 12, 2025) - 01 Quantum Inc. (TSXV: ONE) (OTCQB: OONEF), formerly 01 Communique Laboratory Inc., one of the first-to-market, enterprise level cybersecurity providers for the quantum computing era is pleased to announce its Quantum AI Wrapper (QAW) technology. This technology is engineered to solve one of the most pressing challenges facing the Artificial Intelligence (AI) industry, which is security and privacy in the special-purpose AI model market.
Unlike general purpose Large Language Models (LLMs) such as ChatGPT, special-purpose AI models are often tailored for some specific tasks rather than general purpose. These special tasks often involve highly confidential/sensitive user input such as credit fraud detection, image recognition, diagnostics, and network traffic analysis. These use cases involve confidential data, making security or privacy safeguards a concern for both the user and AI model vendor. Additionally, AI model vendors have requirements to protect their intellectual property from model extraction attacks.
The security challenge is twofold:
- User Risk: Individuals risk exposing sensitive data during AI inference.
- Vendor Risk: AI model vendors run a risk when allowing access to their unencrypted AI model.
These security issues have hindered both deployment and adoption in a significant segment of the AI market, which according to Statista, a global data and business intelligence platform, will reach $250 billion USD by the end of 2025 and $1.77 trillion USD by 2032. QAW is engineered to resolve these security issues by enabling encrypted AI query and inference, ensuring that neither user data nor vendor models are ever exposed.
Powered by Full Homomorphic Encryption and IronCAP™
QAW leverages a combination of:
- Full Homomorphic Encryption (FHE): A cryptographic breakthrough that allows computations directly on encrypted data, enabling secure processing of inputs like medical records and financial information without ever being decrypted. In the context of AI, FHE enables secure query and inference, ensuring that neither the user's data nor the vendor's model is exposed.
- IronCAP™: 01 Quantum's NIST approved post-quantum cryptography, designed to withstand the future threat of quantum attacks (Q-Day).
Together, these technologies deliver a quantum-safe, future-proof solution protecting AI against the looming threat of Q-Day, the moment quantum computers are capable of breaking traditional encryption.
A Marketplace for Secure AI Models
Technical Highlights
- A Secure AI Operations patent application associated with our QAW technology has been filed (US #19/341.748).
- A quantum-safe solution for harvest-now-decrypt-later attacks or long-term field deployment.
- Deployment options tailored for special-purpose AI use-cases.
"We're excited to announce our QAW technology, designed to enhance security and privacy in AI," said Andrew Cheung, CEO for 01 Quantum. "Unlike general-purpose AI models that are designed for broad tasks like conversation or summarization, special-purpose AI models are built for mission-critical applications, from credit fraud detection to medical diagnostics, where data sensitivity and IP protection are paramount. Our QAW technology is tailored for these high-stakes environments. While we're not disclosing further technical details at this time for competitive reasons, a live demonstration is forthcoming followed by our commercialization strategy. We look forward to showcasing how our QAW enabled AI inference can unlock secure deployment across industries soon."
About 01 Quantum Inc.
01 Quantum Inc., formerly 01 Communique Laboratory Inc., (TSXV: ONE) (OTCQB: OONEF), is known for its innovative work in post-quantum cybersecurity and remote access solutions. The Company's cyber security business unit focuses on post-quantum cybersecurity with the development of its IronCAP™ product line. IronCAP™'s technologies are patent-protected in the U.S.A. by its patents #11,271,715 and #11,669,833. The Company's remote access business unit provides its customers with a suite of secure remote access services and products under its I'm InTouch and I'm OnCall product offerings. The remote access offerings are protected in the U.S.A. by its patents #6,928,479 / #6,938,076 / #8,234,701; in Canada by its patents #2,309,398 / #2,524,039 and in Japan by its patent #4,875,094. For more information, visit the Company's web site https://01quantuminc.com https://01com.com and follow us on our blog at https://blog.01com.com/wp.
Cautionary Note Regarding Forward-looking Statements.
Certain statements in this news release may constitute "forward-looking" statements which involve known and unknown risks, uncertainties and other factors which may cause the actual results, performance or achievements of 01 Quantum, industry results, to be materially different from any future results, performance or achievements expressed or implied by such forward-looking statements. When used in this news release, such statements use such words as "may", "will", "expect", "believe", "feel", "plan", "intend", "are confident" and other similar terminology. Such statements include statements regarding the ability to advance 01 Quantum's post quantum cryptography technologies, the market adoption of such technologies, and the impact of quantum computing on the digital economy. These statements speak only as of the date of this news release. Forward-looking statements involve significant risks and uncertainties, should not be read as guarantees of future performance or results, and will not necessarily be accurate indications of whether or not such results will be achieved. A number of factors could cause actual results to differ materially from the results discussed in the forward-looking statements, including, but not limited to, the factors discussed under "Risk and Uncertainties" in 01 Quantum's Management, Discussion and Analysis document filed on SEDAR+. Although the forward-looking statements contained in this news release are based upon what management of 01 Quantum believes are reasonable assumptions, 01 Quantum cannot assure investors that actual results will be consistent with these forward-looking statements. These forward-looking statements are made as of the date of this news release, and 01 Quantum does not assume any obligation to update or revise them to reflect new events or circumstances
Neither TSX Venture Exchange ("TSX-V") nor its Regulation Services Provider (as that term is defined in the policies of the TSX Venture Exchange) accepts responsibility for the adequacy or accuracy of this release.
INVESTOR CONTACT:
Brian Stringer
Chief Financial Officer
01 Quantum Inc.
(905) 795-2888 x204
Brian.stringer@01com.com
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To view the source version of this press release, please visit https://www.newsfilecorp.com/release/274081
FAQ**
How does the Quantum AI Wrapper (QAW) specifically address the dual security risks faced by users and vendors, as highlighted in the 01 Communique Laboratory Inc. ONE:CC announcement?
What are the key differentiators of QAW compared to traditional AI model security measures, particularly in mitigating risks from model extraction attacks?
Can you elaborate on the potential applications of QAW in mission-critical industries and how it enhances the security of sensitive data during AI operations?
What is the significance of Full Homomorphic Encryption and IronCAP™ in the development of QAW, and how do these technologies contribute to its future-proof nature against quantum attacks?
**MWN-AI FAQ is based on asking OpenAI questions about 01 Communique Laboratory Inc. (TSXVC: ONE:CC).
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