Solve complex resource allocation problems—with full explanations
Sematryx is an AI-powered optimization API that helps businesses solve complex resource allocation problems—like distributing marketing budgets, scheduling staff, allocating inventory, or optimizing portfolios—with full explanations for compliance and audit requirements.
Use our REST API or Python SDK for programmatic access, or describe your problem in natural language—no code required.
Built for regulated industries that need explainable, auditable optimization decisions.
Optimize in Plain English—No Code Required
Describe your optimization problem in natural language. Our AI agent guides you through problem formulation, collects parameters, and executes optimization—all without writing a single line of code.
Facebook: $15,000 (30%)
LinkedIn: $6,500 (13%)
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.
Your Agents' Optimization Backend
AI agents shouldn't struggle with complex optimization math. Sematryx works as a tool your agents can call—send a problem, get back an optimized solution with explanations the agent can reason about and present to users.
- ✓Claude, GPT, Cursor invoke Sematryx via MCP protocol
- ✓Results include natural language rationale, not just numbers
- ✓Offload compute-heavy optimization to hosted infrastructure
Under the Hood
Sematryx IntelligencePatent Pending
Three core capabilities that make Sematryx different from traditional optimization tools.
Agentic Core
Uses Meta-Policy Learning to dynamically select and coordinate multiple optimization solvers based on problem topology and landscape characteristics.
Interpretable Layer
Delivers transparency via a dedicated Explainability Engine that generates audit trails, decision rationales, and visual diagnostics.
Adaptive Memory
Leverages Vector Memory (Qdrant) and Knowledge Graphs (Neo4j) to recall past optimizations and improve continuously.
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.
Natural Language Interface
Describe problems in plain English. No code or optimization expertise required. Patent pending.
Simple, Transparent Pricing
Start free, scale as you grow. All plans include access to the public learning pool.
Free
Get started with optimization basics
- 10 optimizations/month
- 100 API calls/day
- Public learning pool access
- Community support
- Basic documentation
Starter
For individual developers
- 100 optimizations/month
- 1,000 API calls/day
- Public learning pool access
- Email support
- Overage billing available
Growth
For small teams
- 1,000 optimizations/month
- 10,000 API calls/day
- 3 concurrent jobs
- Private Learning Store
- Priority email support
Private Learning Store
- • 500 MB included
- • 2,000/month ops/mo
Pro
For growing teams and power users
- 10,000 optimizations/month
- 100,000 API calls/day
- 10 concurrent jobs
- Private Learning Store
- Priority support
Private Learning Store
- • 2 GB included
- • 10,000/month ops/mo
Enterprise
For large organizations with custom needs
- 100,000+ optimizations/month
- 1,000,000 API calls/day
- 50 concurrent jobs
- Private Learning Store
- Dedicated support
Private Learning Store
- • 10 GB included
- • 50,000/month ops/mo
Pay-As-You-Go Overage Rates
| Feature | Starter | Growth | Pro | Enterprise |
|---|---|---|---|---|
Optimization Overage Beyond included monthly limit | $0.25/opt | $0.10/opt | $0.05/opt | $0.02/opt |
Private Learning Access Beyond included monthly quota | — | $1.00/1K | $0.50/1K | $0.25/1K |
Private Storage Overage Beyond included storage (monthly) | — | $1.00/GB/mo | $0.50/GB/mo | Included |
Questions? Check out our pricing FAQ or contact us.
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