Under the grand vision, the landing was the exhaustive practice of plant-guarding and repeat-modulation of equipment in the industry. This group of AI entrepreneurs who returned to Haifa became the people who wanted to destroy the factory, faced with industrial scenes of light clutter, factory reflections, material disorder, perfect algorithms in the laboratory, to fail very easily on the production line. The team's early roots, the ability to hone vision and movement planning in real industrial environments, also laid the groundwork for McCandless's subsequent strategy.
McMand has always adhered to two main business lines: standardised core technology products only and non-label customized projects; deep integration with robotic brain functions; the ability to autonomously self-develop and not physically involved.Machine vision, decision-making brain, clever operationThe three core sectors form a unique strategic differentiation.
At a time when the industry is undergoing a boom in robotics, McCandless's strategy is becoming clearer:Technology can continue to evolve, but product shapes, business models and core trajectories do not fluctuate frequently.By using technological iteration to drive product upgrades, by optimizing anti-nature algorithms based on scene-landing data, by building a self-reinforcing shutter-loop for product upgrades, and by building an industry-wide robotic intelligent kernel server.
Fully self-developed eye bracelets, building a body-smart closed loop
Unlike most of the software hardware cracks on the market and its counterparts in a single track layout, McCandless has implemented three core modules: eyes, brains, hands, full self-development and deep fusion, forming a full-body, intelligent enclosure from environmental perception, intelligent decision-making to precise execution, compatible with industrial mechanical arms, collaborative robots, humanoid robots, and many other forms of robot essence, with high universality and generalization.
"Eye" in 3D by Mech-Eye IndustrialSeeingIt's a great way to get a feel for the underlying barriers.As a robotic silicon vision neurotransmitter, the product range covers the core industrial scenarios of close-to-precision assembly, long-distance decoding, smart welding, targeted attacks on high-reflective metal parts, transparent workpieces, mess material silicon seizures, and high-light dust complexity. The product accuracy ranges from 0.03 to 0.2 millimeters, and the average of 0.5 to 1.0 millimeters in the remote industry, and has been widely deployed in the global industry.
Transparent objects widespread capture
Mech-GPT Multimodal Large Model + Mech-DLK Deep Learning PlatformIt's a great way to get to know each other, and to get to know each other.Building the core of smart decision-making.Based on mass real-scene data specialized training, differentiated from general large-scale model generalized shortcuts, can be accurately adapted to industrial complexity in the field to achieve environmental autonomous identification, intelligent planning, and scenario autonomous adaptation. Core identification accuracy is over 99.99%, single-channel identification is fast to 10 milliseconds, and response efficiency is leading the industry. Currently, the company continues to explore AI technology at the forefront, Mech-GPT allows multi-modal large-scale model robots to understand natural language instructions, reasoning and human decision-making capabilities.
Mech-GPT multimodal large model interaction demonstration
"Hand" by Mech-HandHe was a skilled man who perfectly executed short boards.As the terminal execution core of the robot, the handy hands are deeply interconnected with visual perception, intelligent decision-making systems, adapted to precision assembly, flexible operation, and other refined scenarios, and are expected to solve the pain points of traditional robot operation hardness, inaccuracy, and poor suitability.
WAIC field humanoid robot sorting bulk object units: Mech-Hand cleverly hand sorting items
The core barrier to McCandless is that software-hardware integration is a complete closed loop and data-driven flyer. It does not bind specific robot entities; it is not limited to a single application scenario.With the use of a general-purpose intelligent core to power hundreds of industry robots, practise the industrial logic of thousands of robot shapes, and unify the intelligent brain.As Titanlan says: "The real determinant of a robot's value is not whether it looks like a human caterpillar, but whether it can adapt quickly to complex and changing physical environments".
Offshore high growth + high gross domestic product, global layout opens up business corners
Based on the founders' background in studying abroad and their strategic vision for globalization, McCandless has been a key player in the global market since its inception.Fishing technology out to sea, brands out to sea, services out to beachesIt's not just a trade in products, it's a trade in hard-tech companies.
In 2019, the company established a subsidiary in Germany and officially launched its global layout.It has now been established around the world in Munich, Chicago, Seoul, Tokyo and elsewhere.16 business centersLocal technology services, after-sales services, and market expansion teams to meet the needs of overseas customers.LAB officially opened in Tokyo in 2024A 15-minute public speech in all Japanese was delivered by TianTalan, which became a vivid summary of China's robotics enterprise's globalization and deep cultivation.
As of March 2026, McCandless Smart Components has a global cumulative deployment of more than 290,000 units, covering nearly 50 countries and regions, including more than 100 Fortune 500 companies such as Nintendo, BYD, Toyota, American, and Foxconn. Products land vehicles, new energy, 3C electronics, heavy construction, ships, pharmaceuticals, home appliances, and dozens of other industries, with more than 100,000 products and over 50 core industrial scenarios.
A strong global layout, which directly drives rapid growth in corporate revenue, continuous optimisation of profitability. The revenue edge growth momentum continues to unleash, with revenue growing from ¥181 million to ¥389 million from 2023 to 2025, at a three-year compound growth rate (CAGR) of 46.6%; and a quarter-on-quarter revenue of ¥107 million in the first quarter of 2026, a sharp increase of 73.1% and a continuing acceleration of the growth curve.
The cross-sectional improvement in the gross margin is a core proof of the company's mature business model. The company's overall gross margin rose steadily from 39.1% in 2023 to 51.1% in 2024, breaking 64.6% in 2025, and maintaining a high level of 64.8% in the first quarter of 2026, with a cumulative improvement of over 25 percentage points over two years.
Overseas markets have become the core pillar of high gross domestic product. Overseas revenues increased from RM509 million to RM196 million in 2023-2025, with a compound growth rate of 82.7%; overseas revenues accounted for 50.3% in 2025, the first half.The Gross Domestic Product (GDP) of overseas business reached 79.2%.Fully confirming the standardised smart components of McCandless, it has strong technical barriers and pricing rights in the global high-end manufacturing market.
At the same time, sales expenses declined sharply from 102.7% in 2023 to 43.3% in 2025, while brand reputation and product momentum continued to release, and operational leverage was evident.
According to the 2025 earnings statistics, McMand led the non-special AI+3D vision lead to the first place in the global AI+3D lead segment, second to fifth overall in the lead segment; GGII data shows that for six consecutive years from 2020-2025, McMand led the global lead segment in the lead segment.
Capital as a new starting point for the long-term future of industry
The initial public offering of the shares provided an adequate capital incentive for McMand's global expansion and technological transformation. The purpose of the IPO was to focus clearly on the mainstream, long-term deep farming: 31.8% of the funds were used for the core technology and cutting-edge R&D era, continuing to reinforce technological barriers; 25.2% were used to enrich product portfolios and expand the entire industry landing scene; 29.4% were used for global market expansion and localization of commercial landings; the remaining funds were used to supplement operating funds and support the company's long-term development strategies.
With regard to the listing, Tian Lan said that the listing is not the end, but a whole new beginning of business development, such as driving from the national highway to the highway, which can be both faster and more stable to the industrial ideals, but also means stricter governance standards, more significant industry responsibilities.
From 2016 to 2026, the decade of McCandless is a summary of the long-termism of China's hard-tech enterprises, as well as the decade of the intelligent industry from conceptual budding, small-scale exploration to public consensus and scale-up.A decade ago, intelligent robots, physically intelligent or a small number of entrepreneurs were foreordained; a decade later, the racecourse has become a central gateway to the fusion of artificial intelligence and the physical economy, and the golden age of physically intelligent has arrived.
Looking back over the decade, technology continues to evolve, products continue to upgrade, markets continue to expand, but McCandless' initial and core direction has never changed. Always focused on robotic brains, deep cross-industry, cross-substance standardized smart products, stick to technology-driven, data-closed, global layout.Change is technology, not direction; replacement is product, adherence to ideals.