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 potential applications across industries including finance, cybersecurity, healthcare and legal analysis, as the company seeks to address reliability and risk-control challenges that have limited enterprise adoption of agentic AI systems.
The BayesShield AI Decision Routing System aims to solve a critical problem in the deployment of artificial intelligence: determining the most appropriate source for a given decision. By dynamically routing tasks to the most suitable AI model or human expert, the system seeks to improve accuracy, reduce errors, and mitigate risks associated with autonomous decision-making. This is particularly important in high-stakes environments where incorrect decisions can have significant financial, legal, or safety consequences.
Perpetuals 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. The company’s proprietary trading platform, Kronos X, combines advanced AI and data analysis, trained on billions of trades, monitors market activity in real time, identifies patterns for trading and risk decisions, and provides multi-asset coverage with self-clearing blockchain-based settlement. The company’s licensed European Multilateral Trading Facility (MTF) infrastructure and Kronos X multi-asset exchange platform operate with full MiFID II, MiCA, DORA, and EMIR compliance.
The patent filing underscores Perpetuals’ commitment to innovation in AI-driven decision systems. By addressing the reliability and risk-control challenges that have hindered broader enterprise adoption of agentic AI, BayesShield could pave the way for more widespread use of autonomous systems in critical industries. The system’s ability to select between AI models and human experts in real time offers a flexible approach to decision-making that balances automation with human oversight.
For more information, visit the company’s newsroom at https://nnw.fm/PDC and view the full press release at https://nnw.fm/Ac6lNA.
