Perpetuals.com Files Patent for BayesShield AI Decision Routing System

Perpetuals.com Ltd (NASDAQ: PDC), an AI-powered fintech company, announced the filing of a U.S. patent application for BayesShield AI, a system designed to identify in real time which AI model or human expert is best suited for a specific decision. The technology has applications across industries including finance, cybersecurity, healthcare and legal analysis, as the company seeks to address reliability and risk-control challenges limiting enterprise adoption of agentic AI systems. The full press release is available at https://nnw.fm/Ac6lNA.

BayesShield AI aims to solve a critical bottleneck in enterprise AI deployment: deciding when to trust an AI model versus escalating to a human expert. By dynamically routing decisions based on confidence levels, context, and risk tolerance, the system could reduce errors in high-stakes environments. For instance, in finance, it might flag uncertain trades for human review, while in healthcare, it could prioritize AI-driven diagnoses for routine cases but defer complex ones to specialists. This hybrid approach balances efficiency with safety, potentially accelerating AI adoption in regulated sectors.

The patent filing underscores Perpetuals' focus on risk mitigation. The company's proprietary trading platform, Kronos X, already combines advanced AI and data analysis, trained on billions of trades, to monitor market activity in real time and identify patterns for trading and risk decisions. Kronos X operates with full MiFID II, MiCA, DORA, and EMIR compliance, leveraging licensed European Multilateral Trading Facility (MTF) infrastructure and blockchain-based settlement.

Perpetuals.com Ltd (NASDAQ: PDC) is a fintech company developing AI-powered trading products and prediction markets, with a global footprint across the United States, Europe, and Asia. Its mission is to reduce risk by empowering retail users with intuitive, secure, and efficient trading experiences across multiple asset classes. More information about Perpetuals is available in the company's newsroom at https://nnw.fm/PDC.

The BayesShield AI system could have broad implications for industries where AI errors carry significant consequences. By routing decisions to the most appropriate agent—human or machine—the technology may improve accuracy and trust in AI systems. As enterprises increasingly rely on AI for critical operations, such decision routing systems could become essential infrastructure, much like firewalls are for cybersecurity. The patent application marks a step toward standardizing AI governance, potentially influencing how companies deploy AI in compliance-heavy fields.