China Industrial News Focus | Macma Vision: Building the “Eyes and Brain” of Robots, Unlocking a New Paradigm for Flexible Intelligent Manufacturing

Source: China Industry News Network

China Industry News Wang Shanshan

In the current global wave of intelligent transformation in manufacturing, cutting-edge technologies—such as artificial intelligence and machine vision—are emerging as key drivers for industrial upgrading and the development of new forms of productive forces.

Stepping into the corporate exhibition hall of Xiamen Micromatch Electronic information Technology Co. Ltd. (hereinafter referred to as “Micromatch”), time seems to have been hit with the fast-forward button—on a miniature vibration feeder, hundreds of rice-grain-sized electronic components are tumbling and dancing at a frequency of several thousand times per minute; in the instant an intelligent camera lens scans, any missing pill in a medicine packaging box, a forgotten straw on a milk carton, or even an unclear laser-engraved production date on a food package—all these flaws become utterly visible. The air is filled with a faint hum from motors and the green glow of flashing indicator lights. Beyond these sophisticated devices, Lai Mingzhong, founder and general manager of Micromatch, bends over, fine-tuning a testing instrument that’s about to be shipped to a Japanese company. His fingertips move deftly between circuit boards and lenses, much like a doctor taking the pulse of industrial manufacturing.

The image shows an AI-powered visual inspection of the commutator of a DC motor.

Here, there’s no grand narrative—only the painstaking struggle over millimeters in the weld points captured through a micrometer-level lens, and the tacit dialogue between algorithms and light and shadow. In the microscopic world of machine vision, every single detail that is mastered marks another step forward in China’s journey toward a new quality of productivity.

When traditional quality inspection methods can no longer detect errors as small as 0.01 millimeters, who can equip the manufacturing industry’s quality inspection processes with “intelligent eyes”? On January 29, the research team from China Industrial News’ “2026 Search for Leading Cases of New Quality Productivity” visited Macma Vision—a specialized, sophisticated, and innovative SME based in Xiamen, Fujian Province. The team explored how this company, which has been deeply committed to the field of machine vision for over a decade, has forged its own high-quality development path amid a fiercely competitive landscape dominated by industry giants, thanks to its fully independent R&D capabilities and a differentiated competitive strategy, thus setting sail toward the vast horizons of the intelligent inspection market in manufacturing.

From technology catch-up to independent innovation

The company has clearly identified “end-to-end, self-developed capabilities—from underlying algorithms to integrated embedded software and hardware” as its core strategic focus. Today, the company holds nearly a hundred patent certifications, and the localization rate of key components in its core AI-powered smart camera products exceeds 90%, thereby establishing a robust technological moat.

The story of Macma Vision began in 2007. As an automation technology engineer, Lai Mingzhong happened to witness, during a chance encounter, a foreign production line using a vision system to rapidly inspect “one-can” beverages. The scene deeply impressed him. “At that moment, I realized that replacing manual inspection with visual image detection for precise quality control would undoubtedly become an inevitable trend in the manufacturing industry of the future,” he said. At the time, the domestic machine vision market was virtually nonexistent. Lai Mingzhong chose to start by acting as an agent for foreign products—but precisely because of this, he personally experienced the pain of being dependent on others for core technologies and the high prices of these products, which made them unacceptable to the market.

“In the early days, we relied on U.S.-made chips; once the supply chain fluctuated, product development and delivery would fall into a passive position,” said Lai Mingzhong. “Moreover, lacking core technology ourselves, our products were priced extremely high—such a piece of equipment cost as much as an entire apartment at the time.” This also left him with “not a single bit of progress” in market expansion that year.

“At the time, we faced tremendous pressure—not only financial pressure but also strong opposition from our partners,” said Lai Mingzhong. “This made me realize profoundly how crucial it is to identify the right market, seize the right timing, and build a strong team.” It was precisely this experience that strengthened his determination to deeply cultivate the machine vision market and pursue independent R&D.

In 2013, Xiamen Macma Vision was officially established. The company clearly identified “end-to-end, self-developed capabilities—from underlying algorithms to integrated embedded software and hardware” as its core strategic focus. Today, the company has obtained nearly a hundred patent certifications, and the localization rate of key components in its core AI-powered smart camera products exceeds 90%, establishing a robust technological moat.

Cracking the Challenge of Customization for "Small Batches and Multiple Varieties"

Unlike most industry giants, which focus on standardized, high-volume testing scenarios, MacmaVision has keenly identified—through years of market experience—the widespread demand for flexible manufacturing characterized by "small batches and diverse product varieties" in the manufacturing sector.

Currently, China’s machine vision market has gradually transitioned from a “blue ocean market” to a “red ocean of intense competition.” In 2025, China’s machine vision market is poised for robust growth. According to the “2025 China Machine Vision Market Research Report” released by the China Machine Vision Industry Alliance (CMVU), China’s machine vision market achieved a steady 9.2% increase in sales in 2024, with the growth rate up 0.6 percentage points compared to 2023. The rapid development of industries such as electronic information, tobacco, glass, and lithium batteries, coupled with the recovery of the printing industry and the reversal of the two-year downward trend in the pharmaceutical sector, have all injected new momentum into the demand for machine vision products. It is projected that from 2025 to 2027, China’s machine vision industry will experience even faster growth, rising from 39.54 billion yuan in 2025 to 58.08 billion yuan in 2027—a compound annual growth rate of 21.2%, an overall growth rate higher than that of the past three years.

Unlike most industry giants, which focus on standardized, high-volume testing scenarios, Macma Vision, through years of market experience, has keenly identified the widespread demand for flexible manufacturing—characterized by “small batches and multiple product varieties.” These demands typically involve small individual volumes but feature complex processes and high customization requirements, often making them “tough nuts to crack” that large enterprises are either unwilling or unable to serve efficiently.

In Macma’s showroom and production workshop, this “flexible customization” capability is vividly demonstrated: a self-developed flexible vibration feeder can automatically arrange and flip tiny, disorganized components. Paired with visual positioning and robotic systems, it enables efficient and precise component loading. As for non-standard inspection equipment designed for precision components such as commutators, electronic transformers, and relays, multi-camera collaboration combined with AI algorithms allows for 360-degree, all-around defect detection—covering appearance, dimensions, solder joints, and other features—eliminating blind spots and significantly boosting the yield of high-quality products.

“We have a dedicated optical laboratory that, much like ‘prescribing glasses,’ matches the most suitable lighting and lens solutions for customer products of different materials, shapes, and colors,” explained Lai Mingzhong. This deeply integrated, customized service capability enables Macma Vision to address numerous pain points in discrete manufacturing industries—particularly earning a strong reputation across more than 20 sectors, including 3C electronics, automotive components, new energy, and pharmaceutical packaging.

Strengthening the "dike" in the field of "smart cameras"

“At the same price point, we offer hardware with higher computing power and superior specifications. At the same time, we’re willing to perform deep software integration and custom feature development for our partners, tailoring solutions to their operational habits and production-line layouts—something that larger companies often find difficult to achieve due to complex processes and cost considerations.”

Although non-standard customized services were the cornerstone of the company’s early survival and development, Macma’s management clearly recognizes that to achieve economies of scale and sustained competitiveness, it is essential to productize and standardize its core capabilities. In recent years, the company has shifted its strategic focus toward “AI-powered cameras (AI vision sensors/intelligent vision systems)”—a standardized product developed through independent R&D.

The image shows the V3 Pro series AI vision sensor by Maxim.

“Currently, the V3Pro series of AI vision sensors from MacmaVision is like an ‘industrial smart eye.’ It’s not just a camera—it’s a smart inspection terminal that comes equipped with its own brain (an AI chip), built-in fill lights, and automatic focus capabilities,” said Lai Mingzhong. “It’s both intelligent and hassle-free. You only need to show it a few good samples and a few defective ones, and it can learn on its own how to perform inspections—no complicated programming or debugging required. Whether it’s detecting surface defects in products, reading production dates, verifying barcodes, or counting items, it can accomplish these tasks quickly and accurately, offering greater stability and reliability than the human eye. It comes with its own built-in lighting, so it’s unaffected by ambient light conditions in the workshop. Its rugged, dust- and waterproof housing ensures reliable operation on all kinds of production lines. This system acts like a tireless ‘quality-inspection expert,’ successfully applied across every aspect of our daily lives: ensuring that the production date on your milk is clear and accurate, that pharmaceutical packaging is intact and free of missing pills, and that smartphone components are precisely and flawlessly assembled. By enhancing manufacturing’s ‘eyesight’ and ‘intelligence,’ this system quietly safeguards product quality and drives the advancement of smart manufacturing.”

This integrated device, which combines a high-speed processor, an advanced imaging unit, and powerful AI algorithms, is designed as an open “visual master” platform. It can be flexibly applied to a wide range of general-purpose “scenarios”: In the food and beverage industry, it can precisely detect whether packaging is missing items, whether production dates are clear and accurate, and whether straws have been omitted; in the labeling industry, when linked with laser marking machines, it enables vision-based positioning and marking without the need for fixtures, as well as post-production quality checks; and in the injection molding industry, it monitors in real time whether any residual products remain inside the mold, thereby preventing molds worth hundreds of thousands or even millions of yuan from being damaged due to improper closing of the mold.

“Our strategy combines ‘high-end features at affordable prices’ with ‘deep customization,’” explained Lai Mingzhong, outlining the company’s differentiated competitive approach in contrast to industry giants. “At the same price point, we offer hardware with higher computing power and superior specifications. At the same time, we’re willing to provide our partners with deep software integration and feature customization tailored to their operational habits and production-line layouts—something that larger companies often find difficult to achieve due to complex processes and cost considerations.” Currently, the company’s AI-powered smart cameras have achieved breakthroughs in niche markets such as the labeling industry and have established strategic partnerships with several leading enterprises in the sector. Its products are also exported to overseas markets, including Southeast Asia.

Walking the path of exploring the flexible manufacturing paradigm.

The digital and intelligent upgrade of China’s manufacturing sector not only requires addressing the automation of mass production but also tackling the challenges of quality control and efficiency enhancement in small-batch, flexible production. This may well be the essence of our “new-quality productivity.”

Faced with the profound industry transformations brought about by AI technology, Macma Vision is extending its innovative reach into even more cutting-edge fields. The company is developing a new generation of vision products based on edge computing, designed to address the “last-mile” automation challenges in manufacturing at extremely low deployment costs—for example, using AI vision to perform real-time compliance checks on operation procedure manuals (SOPs), ensuring that manual processes such as assembly and disinfection are 100% standardized.

“The digital and intelligent upgrade of China’s manufacturing sector not only requires automating large-scale production, but also calls for overcoming the challenges of quality control and efficiency enhancement in small-batch, flexible production. This may well be the essence of our ‘new-quality productivity,’” said Lai Mingzhong. “We don’t aim to compete head-on with industry giants in the largest, most universal markets. Instead, through continuous technological deepening and a profound understanding of specific application scenarios, we strive to become irreplaceable experts in niche segments—helping more Chinese manufacturers, especially small and medium-sized enterprises, achieve an intelligent leap at affordable costs.”

From acting as an agent for foreign products to independently developing full-stack solutions, from customizing non-standard products to breaking through with standardized offerings, and then to proactively exploring new scenarios in flexible manufacturing—McMaze’s growth trajectory outlines a typical path for a Chinese technology-based SME: one that grounds itself in the realities of the local industry, stays committed to innovation-driven development, and delves deeply and effectively into niche markets. With its concrete actions, McMaze has demonstrated that nurturing and developing new-quality productivity requires not only disruptive technological breakthroughs that look skyward but also down-to-earth, profound insights into specific industrial pain points and flexible solutions tailored to address them.

Author: Wang Shanshan

[Editor: Gong Xin]

The original text is from “China Industry News Network.”

https://www.cinn.cn/yc/2026/01-30/vrGlXY4D.html