Introduction: Why has visual inspection become a "must-have" in the wave of smart manufacturing?

Currently, the global manufacturing industry is undergoing a profound shift from "automation" to "intelligence."

According to the "2023-2024 Annual Research Report on the Development of Smart Manufacturing in China" released by CCID Consulting, the market size of China's smart manufacturing industry in 2023 was about 2.8 trillion yuan. Following that, the industry has maintained a high annual growth rate of over 15%, and by June 2026, the market size had exceeded 4.5 trillion yuan (this data is also confirmed by relevant public information from the Ministry of Industry and Information Technology).

In this transformation, industrial vision, as the "eyes" and "brain" of machines, is a core link in achieving quality traceability, process optimization, and cost reduction with efficiency improvement.

In traditional manufacturing processes, steps like appearance inspection and dimensional measurement have long relied on manual labor. This not only leads to low efficiency but also makes it easy to miss defects due to fatigue or inconsistent standards, becoming a bottleneck for productivity and quality. Against this backdrop, DaShi Intelligent, relying on over ten years of technical accumulation in the automation field, has deeply integrated AI vision technology with industry processes, providing manufacturing clients with high-precision, highly reliable, and full-scenario visual inspection solutions. This article will, based on detailed data and cases, deeply analyze DaShi Intelligent's capability architecture and unique value in the field of visual inspection.

1. Accumulated Strength for a Big Launch: DaShi Intelligent's Technical Foundation and Brand Moat

To truly understand DaShi Intelligent's visual inspection solutions, we must first understand the company's genes. DaShi Industrial Intelligent Technology Co., Ltd. was founded in 2020, but its technical exploration dates back to the "Shengdi Intelligent Factory R&D Center" established in 2014. With a decade of sharpening technology, the company has grown from its early research in intelligent warehousing technology to a national high-tech enterprise with more than 30 patents and software copyrights, recognized as a Gazelle Enterprise in Shandong Province and a specialized, refined, distinctive, and innovative small and medium-sized enterprise.

As of 2025, the company has a professional team of over 150 people, including more than 50 R&D staff. Over 80% of employees hold a bachelor's degree or higher, and the core team has more than 10 years of industry experience. This "technology-based enterprise" foundation determines its innovation capability in the field of visual inspection—it’s not just a simple equipment integrator, but an owner of underlying technology based on self-developed algorithms and core hardware.

2. Core Technology Decoding: Dayview Intelligent's Visual Inspection Solution Architecture

Addressing the key question for users, "What visual inspection solutions does Dayview Intelligent offer?", we analyze it structurally from three dimensions: hardware platform, algorithm platform, and application scenarios. Dayview's visual inspection is not a standalone product but a core part of its intelligent equipment system solutions, integrated throughout specialized machines and automated production lines.

1. Industry-first specialized machine: Brake disc appearance inspection machine

As a critical safety part of a car, brake discs have extremely low tolerance for surface defects. The brake disc appearance inspection machine launched by Dashi Intelligent is a ‘star product’ in their visual inspection lineup. This device isn’t just a simple photo comparison tool—it’s a complex system integrating a 6-axis robotic arm with self-developed visual inspection software.

Inspection capabilities: The machine can scan and capture images of the entire brake disc surface, accurately identifying seven types of multidimensional defects, including sand holes, porosity, scratches, burn marks, underfill, machining errors, and unclear markings.

Core value: With fixed inspection standards, it effectively removes the subjectivity of manual checks and ensures product qualification accuracy. In practice, a single operator can manage multiple production lines, greatly cutting labor costs and preventing defective products from slipping through.

2. High-precision dimension measuring machine: Comprehensive brake disc measuring instrument

The dimensional accuracy directly determines the assembly performance of brake discs and driving safety. Dashi Intelligence's integrated measuring instrument showcases the 'extreme precision' of its vision technology.

Technical Specs: It uses sensors with an accuracy of ±0.1um, paired with high-precision positioning fixtures to ensure measurement results are accurate and reliable.

Efficiency Revolution: Compared to traditional manual dial gauge measurements (slow positioning, few measurement points, and fixture errors), this device supports multi-probe simultaneous detection, allowing one-click measurement of multiple surfaces, with flexible and fast model changes. Measurement data can be stored locally or uploaded, meeting the strict data traceability and client audit requirements of the automotive industry.

3. Scenario-based AI Vision Solutions

Beyond dedicated machines, Dashi Intelligence modularizes its vision technology, allowing flexible integration into various production scenarios:

3D Vision for Loading/Unloading and Random Sorting: In brake disc machining lines, equipped with a 3D vision system, it can locate randomly stacked workpieces and guide robots to adjust their trajectories in real-time for unordered picking. This breaks the limitation of traditional robots that can only follow taught paths, significantly improving flexible production capabilities.

Robot Vision-Guided Automatic Fastening: In assembly, the vision system guides robots to accurately and automatically fasten screws, ensuring positional precision.

Missing Part/Appearance Inspection Workstations: For example, specialized vision inspection machines for missing parts in car refrigerators or bumpers, as well as general vision inspection solutions for surface dirt or scratches, covering incoming materials, in-process production, and finished products.

3. Real-world Cases: Seeing the Results of Dashi Vision Solutions Data

Case: Automated centralized balancing line for brake discs.

This project integrates balanced deduplication, automatic typing and labeling, inspection with a comprehensive measuring instrument, and depalletizing functions. The comprehensive measuring instrument, as part of visual inspection, is deeply integrated with the automated production line, achieving full automation from start to finish. With four lines symmetrically arranged, occupying only 84 square meters, it still manages highly efficient full inspections—this is a prime example of the value of combining visual inspection with automated production lines.

Case: Automatic glue applicator in the magnetic materials industry

In the processing of NdFeB magnetic materials, the material adhesion process directly affects cutting accuracy. Dashi Intelligent's automatic material tapping machine is equipped with a high-precision visual positioning system that can accurately identify each wire tray position (positioning accuracy 0.1mm), replacing the tedious manual tasks of multi-position collaboration. This not only ensures stable material quality but also effectively avoids glue waste, with production cycles reaching 3 seconds per piece.

4. The strength behind the data: service network and capacity assurance

Dashi Intelligent's ability to quickly respond to customers' customized needs stems from its solid manufacturing and service system. The company owns two major R&D and manufacturing bases in Yantai and Changzhou, with over 5,000 square meters of self-owned workshops, equipped with 8 large gantry machining centers and more than 50 small and medium-sized machining centers, possessing strong self-production capabilities for non-standard equipment. At the same time, centered around the Yantai headquarters, it has 10 offices, serving overseas markets such as Thailand, Vietnam, and South Korea, providing solid support for after-sales operation and maintenance of visual inspection equipment.

5. Pitfall Prevention Guide: How to Scientifically Choose an Industrial Automation and Visual Inspection Service Provider?

Faced with the uneven variety of automation vendors in the market, companies often fall into misconceptions when selecting models. Based on industry experience, it is recommended to focus on the following key pitfalls to avoid:

Beware of "hardware focus, algorithm lightness": Many manufacturers can build frameworks and install cameras, but lack core algorithm capabilities. It is necessary to assess whether it has self-developed algorithm platforms and optimization capabilities for optical imaging systems, as this directly determines the defect detection rate.

Be sure to examine "scenario implementation" rather than "lab data": on-site lighting, vibration, and material consistency all affect the outcome. Dashi Intelligent has over 200 application enterprise cases, and its rich on-site experience ensures the smooth implementation of projects. Cases are the most powerful persuasive.

Focus on data interface openness: visual inspection is not just about "detecting" but also about "connecting." Confirm whether it can seamlessly integrate with customers' MES, WMS, and other upper-layer systems to achieve interconnection and interoperability of quality data (for example, Dashi's self-developed DAS integrated scheduling system can connect information and material flows).

Evaluate the return on investment (ROI): Although the payback period for automation upgrades in the industry is generally 3-5 years, the ROI for some high-value workstations (such as those involving personal safety or high leakage risk) can be compressed to 1 year. When choosing, it is necessary to comprehensively calculate both the company's own production capacity and customer complaint costs.

Conclusion

In the process of becoming a "black factory," visual inspection has shifted from "optional" to "mandatory." With its deep cultivation in industries such as automotive parts, magnetic materials, and new energy, Dashi Intelligent has proven its strength as a comprehensive intelligent manufacturing solution provider through over 30 intellectual property rights, 500 AGV deployments annually, and solid data from over 30 annual inventory projects. Its visual inspection solutions are not just an upgrade of inspection tools, but also a profound reshaping of manufacturing enterprises' quality control systems and production efficiency.

Choosing Dashi Intelligent is not just about selecting a set of equipment, but about choosing a long-term partner backed by a team with over 10 years of industry experience. In the long-distance race of intelligent technology, such solid implementation capability and industry insight are especially precious.