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AI industrial brain AI optimization of process parameters AI equipment online monitoring AI visual defect detection Bubble chart inspection of AI drawings

Product Introduction

Bubble chart inspection of AI drawings

Specially built for workshop sampling scenes-identify key dimensions of drawings, connect vernier caliper/micrometer directly, determine out-of-tolerance in milliseconds, and analyze equipment offset trend synchronously.


Say goodbye to paper and pencil records and manual comparison, and let quality control data drive process improvement.

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Product Positioning

An Intelligent Drawing Dimension Recognition and Measurement Platform Built for Workshop Spot-Checking

Deeply integrating AI drawing parsing with IoT-enabled direct caliper connectivity, it achieves a millisecond leap from inspection standard visualization to real-time "OK/NG" judgment, completely bidding farewell to paper records and manual comparison.

  • Industry Positioning

    Targeted at discrete manufacturing industries such as machining, automotive parts, electronics manufacturing, custom furniture, and semiconductors, the platform is precisely tailored for spot-checking scenarios in machining and component production sites. It addresses industry pain points in traditional quality inspection processes, including "slow manual comparison, error-prone handwritten entry, and data silos hindering quality closed-loops," bridging the gap between on-site drawing digitization and real-time measurement judgment.

  • Functional Positioning

    The platform integrates four core modules: standard drawing import and parsing, plug-and-play connectivity for universal calipers, millisecond-level real-time OK/NG judgment, and equipment offset trend prediction with SPC traceable archiving. It supports automatic extraction of key dimensions and tolerances from JPG/PNG/PDF drawings (accuracy ≥95%), direct Bluetooth/USB connection to mainstream digital calipers and micrometers (latency <100ms), and provides multi-format outputs such as JSON/CSV/XML and REST API for rapid integration into existing manufacturing systems.

  • Value Positioning

    More than just a drawing recognition tool, it is an industrial real-time calibration and measurement expert driving workshop quality control improvement. It helps enterprises reduce single-piece spot-checking time from 2–3 minutes to under 30 seconds (300% efficiency boost), eliminates entry errors through direct caliper connectivity, and prevents batch scrap losses with real-time NG alerts. Meanwhile, it supports continuous process optimization with real, traceable Cpk data. With the low-threshold advantage of "direct use of existing drawings and operation on legacy PCs," the first station can be deployed within 30 minutes.

  • Core Product Value

    AI-Driven Workshop Quality Inspection Innovation: Ensuring Every Measurement is Precise and Efficient

    Focusing on intelligent drawing parsing, seamless tool connectivity, real-time deviation alerts, and a closed-loop quality data system to precisely address the pain points of manual spot-checking on machining shop floors.

  • (1) Intelligent Drawing Parsing & Millisecond-Level Judgment: 300% Efficiency Boost

    Supports direct import of existing JPG/PNG/PDF inspection standard drawings without the need for redrawing. The system automatically extracts key features, standard values, and upper/lower tolerance limits with an accuracy rate of ≥95%, processing a single page in just 3-10 seconds. The system automatically compares measured values against tolerances, displaying OK/NG results in milliseconds via a red/green interface status, and supports audible/visual alarms and buzzer triggers for immediate on-site handling by operators. This reduces the time for a single spot-check from 2-3 minutes to under 30 seconds, effectively eliminating the risk of batch defects.

  • (2) Plug-and-Play Tools & Data Direct Connection: Zero Data Entry Errors

    Compatible with mainstream digital measuring tools on the market, connecting directly via Bluetooth HID, USB, or virtual serial port to calipers, micrometers, height gauges, dial indicators, etc. After one-time pairing, the system automatically recognizes the tool subsequently. Measured values are synchronized to the system interface in real-time with a delay of less than 100 milliseconds, completely eliminating manual handwriting or keyboard entry. This removes human reading and recording errors at the source, ensuring the absolute authenticity and accuracy of quality inspection data, allowing QC data to truly drive process improvement.

  • (3) Equipment Drift Trend Prediction: Visualized Equipment Health

    Breaking the limitations of traditional spot-checking as merely a "post-event judgment" tool, the system performs in-depth analysis based on continuous measurement data to monitor trends in mean drift and range changes in real-time. It can proactively identify the need for equipment calibration and tool wear trends before dimensional tolerances are exceeded, triggering equipment drift warnings. This effectively reduces unplanned downtime and standard calibration frequency, lowering downtime risks and production costs, elevating quality management from "passive interception" to "active prevention" and ensuring stable equipment operation.

  • (4) SPC Data Foundation & Low-Cost, Rapid Deployment: Supporting Continuous Process Optimization

    All measurement results are automatically archived in the database, supporting Cpk analysis and process capability report generation. It provides rich interfaces such as JSON/CSV/XML and REST API/Webhook for seamless integration with existing manufacturing systems like MES/ERP/SPC, building a solid foundation of authentic and traceable quality data. The system has an extremely low deployment threshold, supporting operation on workstation all-in-ones, industrial tablets, and legacy PCs (Windows/Linux). Existing drawings can be used directly without redrawing, and the first station can be deployed and debugged within 30 minutes.

  • Learn More About Our Products

    Expert Consultants Provide One-on-One Support for Injection Molding & Surface Treatment Applications, Delivering Custom-Tailored Implementation Plans

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