SimpliAgentic — The Future of Autonomous Factory Automation Has Arrived

Factories today demand more than traditional automation. Rising production expectations, stricter quality requirements, labor shortages, and the need for instant decision-making require a new class of intelligent systems—systems that can observe, analyze, decide, and act on their own.

Introducing SimpliAgentic, the next-generation AI automation platform from Simplico Co., Ltd.
It unifies Agentic AI, Smart Factory Chatbots, Vision AI, Predictive Maintenance, and Digital Twin Simulation into one powerful ecosystem.
SimpliAgentic transforms any factory into a self-optimizing, self-reporting, and self-monitoring operation.

SimpliAgentic is not just a tool.
It is your factory’s new brain.


🚀 What Is SimpliAgentic?

SimpliAgentic is an Agentic AI system built to elevate factory automation beyond traditional monitoring. Its intelligent agents continuously:

  • Observe sensors, machines, workers, and lines
  • Analyze using AI/ML models
  • Decide the optimal next actions
  • Execute via PLC, robots, conveyors
  • Explain insights through a chatbot
  • Improve through feedback

SimpliAgentic shifts your factory from reactive to predictive and autonomous operation.


⚙️ Core Features of SimpliAgentic

1. Vision AI Agents

  • Defect detection
  • Counting & production analytics
  • OCR for labels
  • Assembly correctness
  • Worker safety/PPE monitoring
  • Real-time inference on AMD GPU or industrial PC

2. Sensor & Machine Data Agents

  • PLC integration (Modbus, OPC-UA, Profinet)
  • Temperature, vibration, torque, humidity monitoring
  • Anomaly detection
  • Predictive maintenance modeling
  • SCADA/MES/ERP connectors

3. Decision-Making Agents

The SimpliAgentic “Central Brain.”

  • Optimal parameter calculation
  • Scrap reduction recommendations
  • Throughput optimization
  • Load balancing
  • Energy optimization
  • Multi-agent coordination

4. Control & Action Agents

Executed safely and intelligently:

  • Robot arm control
  • Auto-rejection systems
  • Conveyors and machine control
  • Threshold adjustment
  • Workflow automation to ERP/MES
  • Emergency stop protocols

5. Smart Factory Chatbot

Your new AI factory operator.

Ask:

  • “How many units did Line 3 produce today?”
  • “Why did the machine stop?”
  • “Show defect trends for last 7 days.”

Get:

  • Instant explanations
  • Charts & tables
  • Predictions
  • Recommendations
  • Full PDF/XLSX/PPT reports

Control:

  • “Optimize machine speed.”
  • “Lower QC threshold.”

Natural-language factory intelligence.


📡 SimpliAgentic System Diagram (Text-Based)

Below is a clean, engineering-friendly text system diagram:

                          +---------------------------+
                          |   Smart Factory Chatbot   |
                          | (Web / Mobile / LINE App) |
                          +-------------+-------------+
                                        |
                                        v
                          +---------------------------+
                          |   LLM Reasoning Engine    |
                          | - Query → SQL/PLC Actions |
                          | - Report Generator        |
                          | - Safety & Access Control |
                          +-------------+-------------+
                                        |
               -----------------------------------------------------
               |                        |                        |
               v                        v                        v
    +------------------+     +--------------------+     +------------------------+
    | Vision AI Agents |     | Sensor/PLC Agents |     | Decision-Making Agent  |
    | (CCTV/Industrial |-->  | (Data Streams,    |-->  | - Optimization Engine  |
    |  Cameras)        |     |  Anomalies)       |     | - Multi-Agent Planner  |
    +------------------+     +--------------------+     +------------------------+
                                        |
                                        v
                            +------------------------+
                            |   Control Agents       |
                            | (Robots, PLC, AGV, etc)|
                            +------------------------+
                                        |
                                        v
                            +------------------------+
                            | Digital Twin & Dashboard|
                            | (Postgres/TimescaleDB) |
                            +------------------------+

This diagram shows how data flows from sensors and cameras → to the AI reasoning engine → to control systems → and back into dashboards and the chatbot.


📊 Real Use Cases

1. Autonomous QC & Auto-Rejection

Vision detects defect → Action Agent triggers robot → Chatbot logs event → QC report generated automatically.

2. Predictive Maintenance

Sensors detect abnormal patterns → AI predicts failure → Maintenance team notified early.

3. Production Optimization

Chatbot command:

“Optimize Line 2 throughput.”
AI autonomously adjusts machine parameters.

4. Instant Management Reporting

“Generate monthly performance report.”
SimpliAgentic outputs PDF/XLSX instantly.


💰 SimpliAgentic Pricing Packages

Package Price (THB) Included Features
Starter 300,000 – 500,000 • 1–2 AI agents
• Basic dashboards
• Read-only chatbot
• Daily reports
Automation 800,000 – 1,500,000 • Multi-agent automation
• Predictive maintenance
• Analytics chatbot
• PLC read/write
• QC automation
• Basic digital twin
Enterprise 2,500,000 – 5,000,000+ • Fully autonomous control
• Robot/AGV integration
• Action chatbot
• Advanced simulation
• Custom AI training
• On-premise AMD GPU server

🔍 Feature Comparison Table

Features Starter Automation Enterprise
Vision AI ✔ Basic ✔ Enhanced ✔ Custom
PLC Data Agents ✔ Monitoring ✔ Anomalies ✔ Predictive
Predictive Maintenance ✔ Advanced
Chatbot ✔ Read-only ✔ Analytics ✔ Full Control
Reports ✔ Daily ✔ Custom ✔ Advanced
PLC Write ✔ Advanced Safety
Robotics
Digital Twin ✔ Basic ✔ Advanced
Optimization ✔ Partial ✔ Full
GPU Server Optional ✔ Included

🌟 Final Thoughts

SimpliAgentic represents the next generation of factory automation.
With Agentic AI, smart chat interfaces, autonomous optimization, and digital twin simulation, factories gain:

  • Faster decision-making
  • Higher productivity
  • Lower scrap
  • Better safety
  • Instant reporting

SimpliAgentic is the new standard for Industry 4.0 and beyond.


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