About Sematryx

Building the next generation of optimization intelligence for enterprises that need more than traditional solvers can deliver.

What We Do

Sematryx is an enterprise optimization platform that solves complex, multi-objective problems that break traditional optimization tools. We combine agentic AI, interpretable decision-making, and adaptive learning to deliver solutions with full audit trails for regulated industries.

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:

1. AI Agent & Tool Builders: Developers building AI agents, autonomous systems, and agentic tools that need optimization capabilities. Our MCP (Model Context Protocol) integration makes Sematryx a powerful optimization backend for AI agents, allowing them to solve complex resource allocation problems as part of their workflows.

2. Enterprise Data & Operations Teams: Data science teams, operations managers, and technical leaders at mid-to-large enterprises in financial services, healthcare, manufacturing, supply chain, and energy sectors. These customers need optimization solutions that can handle complexity, provide explanations, and maintain compliance with industry regulations.

3. Domain Experts & Business Users: Marketing managers, supply chain coordinators, portfolio managers, and other business professionals who need to solve optimization problems but may not have deep technical expertise. Our conversational optimization interface allows them to describe problems in natural language without writing code.

Complex Problems

Multi-objective optimization with fuzzy constraints and real-world uncertainty

Regulated Industries

Full audit trails and explainable decisions for compliance requirements

AI-Powered

Agentic intelligence that learns and adapts from past optimizations

Our Team

Built by an experienced data scientist and engineer with deep expertise in optimization, machine learning, and enterprise systems.

STEALTH

Founder

Founder & Lead Engineer

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.

Machine LearningData EngineeringOptimizationProduct ManagementCloud ArchitectureEnterprise Systems

Product Development

Current Stage: Public Beta

Sematryx is currently in public beta, serving early customers with production-ready optimization capabilities. Our platform is fully operational with:

REST API and Python SDK for programmatic access
Conversational optimization interface for non-technical users
Domain libraries for finance, healthcare, supply chain, and manufacturing
Full explainability and audit trail generation
MCP (Model Context Protocol) integration for AI agents
Pay-per-execution billing with free tier (10 optimizations/month)

Try It Now

You can start using Sematryx today. Sign up for a free API key and get 10 optimizations per month at no cost. No credit card required.

Get Started Free →

Get in Touch

Have questions about Sematryx or want to discuss your optimization needs?