Optimization problems traditional solvers can't touch
One API call. Landscape mapped. Strategy selected. Logic explained. Lessons learned.
Sematryx handles the optimization problems that break conventional tools—with full audit trails for regulated industries.
What You Can Solve
Problems that need more than math
When constraints are fuzzy, objectives conflict, or regulators want to know why—Sematryx delivers.
Portfolio Optimization
Balance risk, return, and regulatory limits with explainable allocation decisions that satisfy compliance teams.
Supply Chain & Logistics
Route optimization, inventory allocation, and demand planning with real-world constraints like driver hours and weather.
Healthcare Resource Allocation
Staff scheduling, bed management, and treatment planning with patient safety constraints and audit requirements.
Manufacturing & Operations
Production scheduling, quality optimization, and maintenance planning across complex multi-site operations.
Under the Hood
The AEAO Engine
Three capabilities that make Sematryx different from traditional optimization tools.
Agentic
Decomposes complex problems into sub-tasks, coordinates multiple solution strategies, and navigates constraint spaces that break linear solvers.
Expository
Every solution comes with structured explanations—why this answer, what alternatives were rejected, how constraints shaped the outcome.
Autodidactic
Learns from each optimization run. Performance improves over time without manual tuning or retraining.
One API Call
Define your problem, set constraints, get an optimized solution. No infrastructure to manage.
Full Explainability
Every decision documented and traceable for audits and regulatory compliance.
Compliance Built-In
Domain libraries pre-configured for finance, healthcare, and other regulated industries.
Gets Smarter
Continuous learning means better results over time, automatically.