From portfolio construction to real-time risk assessment, DSC-2 delivers institutional-grade optimization in sub-100ms.
Portfolio optimization with thousands of assets and constraints creates combinatorial explosions that classical solvers can't handle in real time.
Trading strategies require sub-second optimization. Every millisecond of delay costs money in high-frequency environments.
Balancing risk, return, liquidity, and regulatory constraints simultaneously requires solving across multiple competing objectives.
Solve Markowitz mean-variance and beyond with 10,000+ assets. QUBO formulation handles cardinality, sector, and turnover constraints natively.
Monte Carlo scenario analysis with topological persistence for regime detection. Identify market structure changes before they impact portfolios.
Optimize execution strategies across venues, timing, and order sizes. Multiple solvers explore strategy spaces that exhaustive search cannot reach.