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 manage the Designer UI. 17 tools for creating all solution elements with visual feedback.

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 with 17 specialized tools.

What AI can do:

  • Create Tags, Displays, Alarms, Devices, and all solution objects
  • Generate Canvas and Dashboard displays with proper patterns
  • Search protocols by equipment name (Siemens, Allen-Bradley, Modbus)
  • Track changes, cross-references, and audit trails
  • Access documentation and download example solutions

Key Features:

  • MCP Category System — Tracks AI-created vs manually-created objects
  • Wizard Symbols — Pre-built industrial symbols (BLOWER, MOTOR, PUMP, TANK, VALVE)
  • Protocol Search — Fuzzy matching finds protocols by vendor name
  • Visual Feedback — Designer UI shows changes as they happen

→ 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

ChatGPTin getting trained on FrameworX documentation. (Preview Feature)

Learn More

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