01 Quantum Announces Quantum AI Wrapper (QAW) Technology to Protect Privacy in the AI Market

Executive Summary

• 01 Quantum Inc. announced its new Quantum AI Wrapper (QAW) technology, which uses Full Homomorphic Encryption and the company’s IronCAP™ post‑quantum cryptography to secure special‑purpose AI model inference.
• QAW is positioned to address data‑privacy and intellectual‑property risks for high‑sensitivity AI applications such as fraud detection, medical diagnostics, and network traffic analysis.
• A patent application (US #19/341.748) covering the Secure AI Operations aspect of QAW has been filed; a live demonstration and commercialization plan are forthcoming.

Key Details

• Technology Overview: QAW combines Full Homomorphic Encryption (FHE) with IronCAP™ (NIST‑approved post‑quantum cryptography) to enable encrypted AI queries and inference, preventing exposure of both user data and vendor models.
• Target Market: Special‑purpose AI models used in mission‑critical sectors (credit fraud detection, image recognition, diagnostics, network traffic analysis). The market for such applications is projected by Statista to reach $250 B by end‑2025 and $1.77 T by 2032.
• Security Benefits:
• Eliminates user risk of data exposure during AI inference.
• Protects vendors from model extraction attacks (“harvest‑now‑decrypt‑later”).
• Patent Activity: Secure AI Operations patent application filed (US #19/341.748). Existing patents protect IronCAP™ and other company technologies.
• Commercialization Timeline: No detailed schedule disclosed; a live demonstration is planned, followed by a rollout strategy to be announced.
• Executive Quote: “We're excited to announce our QAW technology… while we're not disclosing further technical details at this time for competitive reasons, a live demonstration is forthcoming followed by our commercialization strategy.” – Andrew Cheung, CEO

Notable Quotes

“Our QAW technology is tailored for high‑stakes environments where data sensitivity and IP protection are paramount. We look forward to showcasing how QAW enabled AI inference can unlock secure deployment across industries soon.” – Andrew Cheung, CEO, 01 Quantum Inc.