FrameworX provides practical AI capabilities for industrial automation.
Platform Overview | AI Integration

AI Capabilities Overview

CapabilityWhat It DoesUse ForUnique Features
MCP for RuntimeAI models query live solution dataDashboards, troubleshooting, automated reportsEasily creates custom MCP runtime tools to each solution
MCP for DesignerAI models help build solutionsFaster configuration, bulk object creation

AI Tools (Claude, Copilot) directly manages the Designer UI.

All solution elements  can be created, and the user has visual feedback on what and how they are created.

ML  IntegrationDeploy trained ML modelsAnomaly detection, predictive maintenanceUse directly ML NET 4.0 in C#
User directly all Python 3.7+ libraries
FrameworX AI AssistantChatGPT trained on documentationGet help, ask questionsLeverage OpenAI tools

MCP for Runtime — Query Live Data

Connect AI models like Claude to your running solution.

What AI can do:

  • Read tag values from the UNS
  • Query alarms and historian
  • Create custom queries via Script Classes

→ See AI MCP for Runtime Connector

MCP for Designer — AI-Assisted Configuration

Let AI help you build solutions faster.

What AI can do:

  • Create Tags, Displays, Alarms
  • Generate XAML for displays
  • Import JSON configurations
  • Bulk object creation from natural language

→ See AI MCP for Designer Connector

ML.NET Integration — Deterministic Machine Learning

Deploy trained models for consistent, repeatable results.

Use cases:

  • Anomaly detection
  • Predictive maintenance
  • Quality prediction

→ See AI ML Integration Connector

FrameworX AI Assistant

ChatGPT trained on FrameworX documentation.

→ Try FrameworX AI Assistant

Learn More

→ AI-Ready by Design — Deep dive into the technical architecture → AI MCP for Runtime Tutorial → AI MCP for Designer Tutorial