We build a hosted optimization engine for teams that need feasible, high-quality solutions under real constraints—with explanations and agent integration (MCP), not spreadsheet macros or one-off scripts.
Sematryx is an optimization engine delivered as a service: you formulate objectives and constraints, we route the solve through a portfolio of methods, and you get results with optional audit-grade narrative. Agentic, interpretable, and adaptive capabilities are tunable parts of that engine—not a separate “AI platform” story layered on top.
The Problems We Solve: Our platform handles optimization challenges where constraints are fuzzy, objectives conflict, or regulators require detailed explanations. This includes portfolio allocation in financial services, supply chain optimization under uncertainty, healthcare resource allocation with safety constraints, and manufacturing scheduling with real-world constraints.
Our Target Customers: We serve three primary customer segments:
Multi-objective optimization with fuzzy constraints and real-world uncertainty
Full audit trails and explainable decisions for compliance requirements
Agentic intelligence that learns and adapts from past optimizations
Built by an experienced data scientist and engineer with deep expertise in optimization, machine learning, and enterprise systems.
Strategic data leader who has architected enterprise-scale analytics systems at Amazon, co-founded an AI fintech startup that secured institutional funding, and holds a Master's in Business Analytics and AI from NYU Stern. Deep expertise in real-world optimization, product management, and data engineering.
Sematryx is currently in public beta, serving early customers with production-ready optimization capabilities. Our platform is fully operational with:
You can start using Sematryx today. Sign up for a free API key and get 100 solves per month at no cost. No credit card required.
Get Started Free →Have questions about Sematryx or want to discuss your optimization needs?