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Engineers inspecting aluminum heat sinks and automotive metal parts in a precision manufacturing workshop

Dongguan OrangeCore Technology Co., Ltd.

Connected Intelligence for Manufacturing

Make MES, equipment, vision and AI Agents work
in one closed manufacturing loop.

Explore Product System
01

PRODUCT SYSTEM

Not isolated tools. One production chain in motion.

From work orders and process execution to equipment data, quality inspection, exception handling and knowledge capture, OrangeCore connects shop-floor systems into a traceable, executable and continuously improving manufacturing loop.

PRODUCT / 01

MES Manufacturing Execution

Bring planning, processes, work orders, shop-floor execution, quality and traceability into one manufacturing context.

  • Continuous visibility into work orders, operations and work in progress
  • Equipment data and operator actions captured in one traceability chain
  • Quality results, exception handling and production progress written back together
ORANGECORE MESProduction Execution · Real-time Collaboration
CURRENT TASKWork Order & Process Coordination
LIVE
OperationTaskStatusShop-floor Signal
OP 10Precision MachiningRunningEquipment Connected
OP 20First ArticlePendingVision Result Returned
OP 30In-process InspectionQueuedAwaiting Process Flow
OrderEquipmentQualityTraceability
PLC, edge gateway, sensors and production wiring inside an industrial control cabinet
EQUIPMENT · EDGE GATEWAY · SHOP-FLOOR SIGNALS

PRODUCT / 02

Industrial IoT Platform

Connect equipment, sensors, controllers and business systems through a maintainable industrial data channel.

  • Connect heterogeneous equipment and shop-floor protocols
  • Collect data, govern states and publish events at the edge
  • Provide unified equipment context to MES, vision and Agents

PRODUCT / 03

Machine Vision & Algorithms

Move character, part and defect recognition into the inspection workflow instead of leaving it in a demo image.

  • OCR technology paths including Unlimited OCR and PaddleOCR
  • YOLO object detection and industrial defect recognition
  • Model fine-tuning for customer materials, processes and optical environments
Industrial cameras inspecting characters on aluminum heat sinks and the appearance of precision parts
CAPTURE · RECOGNIZE · DECIDE · WRITE BACK
An industrial robot transferring machined aluminum parts to a machine-vision inspection station
MACHINING · TRANSFER · INSPECTION · SORTING

PRODUCT / 05

Automation Integration

Bring the software loop into real cycle times, physical actions and clear responsibility boundaries—from equipment control to inspection stations.

  • Coordinate production equipment, workstations and robots
  • Use vision results to drive downstream sorting and handling
  • Keep business rules and shop-floor control clearly separated
02

MANUFACTURING LOOP

From one decision to a traceable closed loop.

Each node reads upstream facts, performs a shop-floor action and passes the result to the next stage.

01Work Order
02Process Execution
03Equipment Data
04Vision Inspection
05Exception Handling
06Traceability
07Knowledge Capture
03

AI AGENTS

Agents support the shop floor by handling repeated decisions and knowledge gaps.

Every Agent has explicit inputs, decision boundaries and write-back destinations, working alongside MES, IoT, vision and the enterprise knowledge base.

A quality engineer reviewing physical parts, process drawings and manufacturing execution data in a workshop
Shop-floor FactsEngineering DecisionSystem Write-back
ApplicationWhat it readsWhat it decidesWhere it writes
A-01Quality Inspection Agent

Images, inspection standards, historical defects

Detects anomalies and matches handling rules

Inspection results, exception tickets, traceability records

A-02Process Routing Agent

Product structure, equipment capabilities, process knowledge

Generates and validates candidate process routes

Process recommendations, risks, change records

A-03Manufacturing Knowledge Base

SOPs, equipment manuals, failure and handling records

Connects shop-floor issues with actionable knowledge

Handling recommendations, experience entries, knowledge versions

04

INDUSTRIES

Deployed on real production lines—not confined to demos.

Our solutions are deployed across manufacturing companies, supporting metal fabrication and downstream scenarios in automotive components and data-center cooling hardware.

Precision metal fabrication workshop and automotive metal parts
01 / METAL FABRICATIONWork orders, operations, equipment and quality traceability
Automated machining and machine-vision inspection cell for automotive components
02 / AUTOMOTIVE SUPPLY CHAINAutomated flow and closed-loop process quality
Character and appearance inspection of aluminum heat sinks for data centers
03 / DATA-CENTER COOLINGOCR, defect recognition and result write-back
05

DELIVERY

Prove one critical workflow, then scale across the factory.

OrangeCore brings products, algorithms and shop-floor integration into one delivery boundary. We start with a specific process and acceptance goal, then connect data, execution, decisions and knowledge step by step.

  1. 01Site Discovery

    Confirm production lines, operations, data sources and exception handling.

  2. 02Critical Workflow

    Choose one testable scenario and connect equipment with business processes.

  3. 03Closed-loop Validation

    Run recognition, decision, handling and result write-back end to end.

  4. 04Continuous Expansion

    Capture knowledge and interfaces, then extend to more operations and lines.

To protect customer site information, this page only presents anonymized operating scenarios and does not use customer names or business data.

START FROM ONE LINE

Start with one production line. Connect the shop floor.

View Our Delivery Process
Dongguan OrangeCore Technology Co., Ltd.orangecore.tech