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Humerus AI

The Intelligence Layer for Industrial PLC Systems

Humerus AI for PLC. Turn legacy complexity into instant understanding.

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Humerus AI for PLC

Turn legacy complexity into instant understanding.

Humerus AI is an intelligent assistant built for industrial PLC environments. Our long-term vision is AI that observes, interprets, and interacts with PLC software the way human engineers do — through the screen. Until vision-only AI is mature enough, today we deploy a lightweight client on the customer's engineering PC that automatically captures and uploads PLC project data, with analysis and chat running in the cloud. We are steadily working toward a future with no integration and no on-site footprint.

A lightweight client today, cloud AI at work, zero integration as the end state.

Product video

Humerus AI in action.

See how Humerus AI compares traditional PLC analysis with a guided AI workflow in one focused experience.

98.7%loop stability
24msinference latency
8×faster analysis
Lowanomaly risk

Why Humerus AI

Industrial control systems suffer from a persistent problem:

  • Legacy PLC programs without documentation
  • Lost design intent and engineering context
  • Time-consuming debugging and logic tracing
  • Increasing maintenance complexity across multiple devices

Humerus AI directly addresses these challenges by transforming opaque PLC projects into structured, explainable, and maintainable systems.

Focus on innovation and not reverse engineering old logic.

Key Advantages

Zero Installation

No software modification or environment dependency

PLC-specialized AI

Built on domain-specific models and industrial knowledge

Data Privacy by Design

Fully local processing, no cloud dependency

Industrial-grade Stability

Embedded architecture with real-time performance

What Humerus AI Does

1. Instant Program Understanding & Documentation

Automatically reconstructs:

  • - Control logic
  • - Process flows
  • - IO mapping
  • - Resource allocation

Transforms undocumented legacy programs into structured engineering knowledge.

2. Advanced Ladder Logic Analysis

Deep inspection of PLC programs to detect:

  • - Logical conflicts
  • - Redundant or dead code
  • - Timing issues
  • - Hidden operational risks

Reduces debugging time and prevents unexpected failures.

3. Engineering Knowledge Recovery

Rebuilds lost design intent from existing code:

  • - Infers original requirements
  • - Restores functional architecture
  • - Reconnects fragmented engineering context

Eliminates dependency on human memory.

4. Cross-Vendor Program Migration

Seamless conversion across PLC platforms:

  • - Vendor-specific adaptation
  • - Logic compatibility alignment
  • - Minimal manual rewriting

Accelerates system upgrades and platform transitions.

Core Technology

Long-term vision: vision-first, non-intrusive AI

The end-state is AI that interacts with PLC software purely through UI understanding and simulation — no hardware access, no protocol injection, no system intrusion. Until vision-only AI is mature enough, today we deploy a lightweight client on the customer's engineering PC to automatically capture and upload PLC project data, with analysis and chat running in the cloud.

  • - Lightweight on-site client
  • - Automatic capture & upload
  • - Cloud-side analysis & chat

Ensuring zero operational risk during deployment.

Local Edge AI Architecture

Optimized for strict industrial security constraints.

  • - Fully on-premise execution
  • - No external data transmission
  • - Suitable for high-security industrial environments

Full Lifecycle Intelligence

Covers the entire PLC lifecycle:

  • - Legacy system analysis
  • - Program comprehension
  • - Debugging & optimization
  • - Documentation reconstruction

Industrial Embedded Platform

Engineered for stable continuous runtime in production sites.

  • - Deterministic performance
  • - Low-latency inference (~24ms)
  • - Stable long-term operation

Featured Product

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Custom ARM Portable Interactive Terminal product image

Product

Custom ARM Portable Interactive Terminal

A portable AI terminal for industrial sites, combining high-performance computing, stable connectivity, and local deployment capabilities.

USB HID Virtual Device for PLC Engineering PCs product image

Product

USB HID Virtual Device for PLC Engineering PCs

When connected to a PLC engineering computer, this device enumerates as a virtual USB keyboard and mouse. On the opposite side, it exposes a USB serial interface that allows our AI computer to send simulated keyboard and mouse actions.

Industrial Handheld Camera product image

Product

Industrial Handheld Camera

Designed for fast industrial on-site information capture, this handheld camera helps teams document field conditions in seconds.

Product Ecosystem

  • - Humerus AI Core Engine
  • - PLC-Connect AI Gateway
  • - AI Monitoring Dashboard
  • - On-Premise / Cloud Deployment Options

Who It's For

  • - PLC Engineers maintaining legacy systems
  • - System integrators handling multi-vendor environments
  • - Industrial teams lacking complete documentation
  • - Factories aiming to reduce downtime and maintenance cost