Clearwater: Clearwater Analytics has introduced embedded agentic artificial intelligence (AI) capabilities within Beacon by CWAN, its enterprise risk and quantitative analytics platform, enabling institutional risk teams to accelerate model validation, exposure analysis, and decision-making. Built specifically for quantitative developers and risk professionals managing complex institutional portfolios, CWAN's embedded AI operates within Beacon's calculation engine itself, training the agents its clients deploy on data grounded in a firm's actual positions, validated models, and real-time calculations.
According to BERNAMA News Agency, the platform's risk architecture and APIs are designed to enable agentic workflows and explainability, allowing users to trace analysis back to underlying positions and validation models. Clearwater Analytics President, Risk and Alternative Assets, Kirat Singh, emphasized the extensibility of the platform, which allows clients to create their own agents, tools, and workflows leveraging cross-asset risk analytics.
Clearwater Analytics stated that this breakthrough architecture processes live positions and validated models in real-time, eliminating the manual export, analysis, and re-input cycles common in traditional solutions. This results in continuous AI-powered risk analysis that scales from individual trades to enterprise-wide exposures, enabling teams to validate assumptions, stress test portfolios, and explain exposures to stakeholders without leaving their core risk modeling environment.
Clients can validate VaR models, credit risk frameworks, and custom analytics across multiple instruments and market scenarios. Additionally, they can run stress tests or 'what-if' scenarios using natural language queries and deploy specialized AI agents for tasks like limits monitoring, regulatory reporting preparation, tail risk analysis, and cross-portfolio exposure aggregation.
The embedded AI capabilities operate entirely within clients' cloud environments, ensuring enterprise-grade security, data isolation, and governance. Clearwater Analytics provides a cloud-native technology platform for investment management, serving institutional investors across global public and private markets.