Conversational Optimization
Create optimization problems through natural language conversation with an AI agent. No technical expertise required—just describe what you want to optimize.
Optimization Made Simple
Conversational Optimization removes the technical barriers to optimization. Instead of learning complex APIs, writing code, or understanding optimization algorithms, you simply describe your problem in natural language. An AI agent guides you through the process, asking clarifying questions and ensuring everything is set up correctly.
For Non-Technical Users
Perfect for business analysts, product managers, and domain experts who understand their problems but not the technical implementation.
For Rapid Prototyping
Quickly test optimization ideas without writing code. Validate concepts before investing in full implementation.
Why Conversational Optimization?
Intelligent Guidance
The AI agent understands your problem domain and asks the right questions to collect all necessary parameters. No guessing what information is needed.
Automatic Validation
Inputs are validated in real-time with helpful error messages. The agent ensures your problem is well-formed before optimization begins.
Domain Detection
Automatically detects your problem domain (marketing, finance, supply chain, etc.) and applies domain-specific best practices and constraints.
Accessible to Everyone
No coding required. Team members across your organization can create and run optimizations without technical training.
Common Use Cases
Marketing Budget Optimization
"I want to optimize my marketing budget across Google, Facebook, and LinkedIn to maximize ROI"
The agent asks about your total budget, channel performance data, and ROI targets, then optimizes allocation automatically.
Resource Allocation
"I need to allocate my team of 50 engineers across 10 projects to maximize delivery value"
The agent collects project priorities, skill requirements, and constraints, then finds the optimal team allocation.
Portfolio Optimization
"Optimize my investment portfolio to achieve 8% annual return with maximum 12% risk"
The agent understands financial constraints, risk measures, and regulatory requirements, then optimizes your portfolio allocation.
How It Works
Describe Your Problem
Start by describing what you want to optimize in plain English. The agent analyzes your description and identifies key components.
Answer Questions
The agent asks clarifying questions one at a time, with examples to guide your responses. Each answer is validated immediately.
Automatic Optimization
Once all parameters are collected, the agent executes the optimization using Sematryx's intelligent optimization engine.
Get Results
Receive optimized solutions with natural language explanations of why those solutions were chosen and how they perform.