Behavox, the AI-powered compliance technology company, has announced a year of over 30% growth in annual recurring revenue (ARR) for 2025, driven by rising demand for intelligent surveillance solutions. The company also unveiled significant upgrades to Behavox Quantum, its flagship compliance platform, reinforcing its position as a leader in AI-driven communications and trade surveillance. The enhancements focus on improving detection accuracy, reducing alert fatigue, and delivering audit-ready documentation. A key update is the introduction of Similarity Match for AI Risk Policies, which allows organizations to train models using custom examples of high-risk language. This feature boosts recall rates to nearly 100%, significantly reducing reliance on outdated keyword rules and enabling a shift toward fully AI-powered detection. Customers have reported up to 95% reductions in alert volumes after transitioning from lexicon-based systems. To support regulatory compliance with MiFID II, FCA PS24/9, and the EU Listing Act, Behavox has launched dedicated machine learning classifiers for detecting improper research distribution and receipt. These models replace fragile rule-based systems with more accurate, adaptive detection, minimizing false positives and strengthening control over research entitlements. The platform now offers end-to-end data lineage, allowing compliance teams to trace every piece of data from ingestion to alert generation. This transparency ensures 100% coverage of communications and provides regulators with verifiable evidence during audits. Alert deduplication has also been refined, further reducing redundant alerts and improving alert quality—critical for reducing investigation time and operational burden. A major technical advancement is the migration of AI Risk Policies (AIRPs) to GPU-powered infrastructure, which has cut alert volumes by over 60% compared to CPU-based processing. At the same time, true positive detection has increased by more than fourfold across 15 languages, demonstrating the platform’s scalability and precision. These improvements underscore Behavox’s commitment to transforming compliance from a reactive cost center into a strategic asset. The company’s proprietary large language model, designed specifically for financial services, remains the only enterprise-grade solution capable of multilingual alert generation at scale. Looking ahead, Behavox plans to launch Behavox Polaris in 2026, a new trade surveillance product aimed at expanding its capabilities in financial market integrity. “Compliance leaders need reliable coverage on known risks and documentation they can stand behind,” said Manish Kumar, Head of Product Management at Behavox. “These new features give customers precision recall, audit-ready reports, and better protection around research rules—while reducing alert fatigue.” With a global client base spanning banks, asset managers, hedge funds, private equity firms, crypto companies, and other non-financial organizations, Behavox continues to set the standard in AI-driven risk and compliance. Founded in 2014, the company is headquartered in London, with offices in New York City, Montreal, Seattle, Singapore, and Tokyo.