Looking at artificial intelligence and big data in the next decade

In recent months, a wave of "unmanned shelves" and "unmanned convenience stores" has emerged in the market. Since the start of this year, dozens of startups have entered the space, with over 50 investment institutions involved, including well-known names like IDG, Zhenge Fund, and Innovation Workshop. According to available data, more than 25 financing projects have been disclosed in the unmanned self-service equipment sector, with a total funding amount exceeding 3 billion yuan. What makes these unmanned retail solutions stand out is their ability to disrupt the traditional "people, goods, and place" model. By redefining how consumers interact with products, these systems can capture highly accurate consumer data, enabling more personalized and efficient retail experiences. This shift has attracted significant attention from investors, as it opens up new possibilities for scalable and data-driven business models. At the heart of this transformation is big data. The ability to collect, analyze, and act on vast amounts of information gives businesses a competitive edge. Alongside this, advancements in artificial intelligence have played a crucial role. Over the past few years, AI technology has made significant strides, especially in areas like image recognition, speech processing, and natural language understanding. These breakthroughs are driving the development of smart chips, cloud computing, and other enabling technologies that support AI applications. Globally, tech giants such as Amazon, Intel, Apple, and Facebook have been actively integrating AI into their products and services. In China, the government’s strong policy support has accelerated the growth of the AI industry, making it one of the most promising sectors for equity investment. According to Zero2IPO Group, between 2010 and May 2017, there were 2,218 AI-related investment deals in China, totaling 66.842 billion yuan. Zhu Xiaohu, an industry expert, noted that while most AI projects today target enterprise users, the release of devices like Google Pixel 2 and iPhone X signals a shift toward consumer-facing AI. “In the era of AI First, any startup without AI elements will struggle to build a sustainable competitive advantage,” he said. He also predicted that within two years, consumer-oriented AI applications would become more widespread, though the exact forms remain unclear. However, the rapid rise of AI has also brought challenges. Many investors point out that most AI projects on the market are not truly intelligent — they often rely on basic algorithms and limited machine capabilities. Additionally, the global shortage of AI talent means that high-profile projects in this field are highly valuable. Investors are advised to be cautious and focus on those with real technological depth and data resources. Wei Zhe, another industry insider, compared AI technology to a knife and data to a sharpening stone. For startups, access to large volumes of timely and updated data is essential. He suggested that entrepreneurs should look for areas where major companies like BAT already have extensive data. If they haven’t already, they should consider partnering with or selling their data solutions to these players. Ultimately, the AI revolution is still in its early stages, but its impact is already being felt across industries. As the technology matures and data becomes more accessible, the next decade could see a new generation of AI-powered businesses reshaping the way we live and work.

Indoor Access Point

An Indoor Access Point is a device for wireless local area networks (WLAN) that provides wireless network coverage and connectivity. It can connect to a wired network and transmit data via a wireless signal, allowing users to connect to the network wirelessly within coverage.

Indoor access points come in a variety of different types and specifications to suit different scenarios and needs. Here are some common types of indoor access points:

1. Single Band Access Point: A single band access point operates in the 2.4GHz band and typically provides a maximum transfer rate of 300Mbps. This type of access point is suitable for small office or home networks because the 2.4GHz band has better penetration and coverage, but a relatively low transfer rate.

2. Dual Band Access Point: The dual band access point supports both 2.4GHz and 5GHz bands, providing higher transmission rates and better performance. The 5GHz band has more interference free channels than the 2.4GHz band, which can provide faster speeds and more stable connections. Dual-frequency access points are suitable for medium sized offices, malls or hotels.

3. Lightweight Access Point: A lightweight access point is a wireless network device that needs to be used with a network controller. Lightweight access points do not have independent management functions themselves, but are centrally managed and configured via a network controller. This type of access point is suitable for large enterprises or organizations to enable centralized management and monitoring of the entire network.

4. Standalone Access Point: A standalone access point is a standalone device that has its own management and configuration functions and does not require additional network controllers. This type of access point is suitable for small businesses or individual users and can provide a simple and easy-to-use wireless networking solution.

5. Scalable Access Point: A scalable access point is a device that can scale on demand, increasing or decreasing the number of access points based on network demand. This type of access point is suitable for places that require flexible scaling, such as large office buildings, schools, or hospitals.

In addition to the types listed above, there are some special purpose indoor access points, such as:

1. Wall-mounted Access Point: A wall-mounted access point can be plugged directly into a Wall power outlet without the need for an additional power cord. This type of access point is suitable for home networks or small offices and can provide easy installation and use.

2. Integrated Antenna Access Point: The antenna of the antenna access point is integrated into the device, and no additional antenna installation is required. This type of access point is suitable for sites that require simple installation and a nice look.

3. Multiple Antenna Access Point: Multiple antenna access points can achieve better signal coverage and performance through multiple antennas. This type of access point is suitable for large venues or high-density user environments, such as conference rooms, stadiums or airports.

To sum up, there are many different types and specifications of indoor access points, which can be selected according to different scenarios and needs. Whether it's a small office, home network or a large enterprise, you can achieve convenient wireless network coverage and connectivity through indoor access points.

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Shenzhen MovingComm Technology Co., Ltd. , https://www.movingcommtech.com