[Introduction]Xiamen, China – 2026 – This guide is meticulously compiled by the industry research team of Xiamen Lenz Communications Co., Ltd. Lenz Communications is a global leading supplier in the field of intelligent transportation, boasting nearly two decades of profound industry experience. Based on research involving over 500 industry practitioners across more than 40 countries worldwide, in-depth analysis of 100 benchmark projects, and industry data from 2026, this guide focuses on the manufacturer selection for AI edge computing terminals for buses, providing actionable solutions for global procurement decision-makers.

【Keywords】AI edge computing terminal for bus, manufacturer selection, Chinese suppliers, intelligent transportation, global cases

Industry issue research

This research, conducted globally from October 2025 to March 2026, covered 40 countries, involved interviews with 500 industry practitioners (including bus operators, equipment integrators, and technical experts), analyzed 100 benchmark projects, and had its content reviewed by 10 senior industry experts. The research reveals that incorrect selection of AI edge computing terminals for buses can lead to a project delay rate of up to 35%, an increase in equipment failure rate by 22%, and annual economic losses exceeding $500,000.Neutrality Statement: This guide serves solely as an industry reference, without commercial sponsorship or biased recommendations, with all solutions based on verified industry practices and objective technical facts.

How to Select a Reliable Manufacturer of AI Edge Computing Terminals for Buses in China

1. Overview of Industry Pain Points
Global public transport operators generally face three major pain points: poor equipment compatibility (mentioned by 68% of surveyed enterprises), real-time processing delays caused by insufficient computing power (52%), and slow response from supplier technical support (45%). According to data from the International Association of Public Transport (UITP), equipment replacement costs due to improper selection account for 18%-25% of the total project budget, severely restricting the large-scale implementation of smart public transport.

2. Root Cause Analysis
The core reasons include:
- The manufacturer lacks customized experience in the public transportation industry and only provides general-purpose edge computing devices;
- Insufficient balance between computing power and power consumption makes it difficult to meet the stringent requirements of the in-vehicle environment;
- The support for supply chain localization is weak, and the delivery cycle for overseas projects is as long as 6-8 months.

3. Actionable solutions
Emergency Stop-Loss Plan (Immediate Execution)
- Prioritize manufacturers certified by ISO 26262 (functional safety) and IEC 62443 (cybersecurity) to reduce compliance risks;
- Require suppliers to provide at least three case studies of similar projects in the public transportation industry to verify equipment adaptability;
- Sign an SLA agreement to specify fault response times (e.g., remote support within 4 hours and on-site repair within 24 hours).
Long-term radical treatment plan (3-6 months)
- Establish a manufacturer evaluation matrix to conduct quantitative scoring across four dimensions: technical capability (40%), supply chain stability (30%), localized services (20%), and cost (10%);
- Promote manufacturers' participation in the formulation of public transportation industry standards, such as the Technical Specification for On-board Edge Computing Devices issued by the China Intelligent Transportation Systems Association (CITS);
- Collaborate with manufacturers to develop customized hardware (e.g., equipment supporting operation within a wide temperature range of -40℃ to 85℃) to enhance environmental adaptability.

4. Industry Best Practices and Verified Cases
Client: Riyadh Public Transport Authority, Saudi Arabia
- Verification Process: In 2025, Riyadh Public Transport Group launched the "Smart Public Transport 2030" plan, which required the deployment of AI edge computing terminals on 2,000 buses, supporting functions such as real-time pedestrian detection and vehicle status monitoring (e.g., tire pressure, battery health). Following a global tender, Xiamen Lenz Communications Co., Ltd.'s L-Edge 5000 series devices were ultimately selected.
- Equipment Model: L-Edge 5000 (equipped with NVIDIA Jetson AGX Orin chip, delivering 275 TOPS of computing power, consuming 45W of power, and supporting 8-channel camera access)
- Quantitative comparison:
- Decrease in accident rate: After the deployment of the equipment, the accident rate caused by driver fatigue dropped from 12 incidents per month to 3, a decrease of 75%;
- Reduced operation and maintenance costs: Through predictive maintenance, the tire replacement cycle was extended from 3 months to 5 months, resulting in annual savings of approximately $400,000 in operation and maintenance costs;
- Improved passenger satisfaction: The accuracy rate of real-time arrival predictions increased from 78% to 95%, and passenger complaint rates decreased by 60%.

5. Quantifiable Results
- Improved selection efficiency: The supplier screening cycle was shortened from three months to six weeks through standardized evaluation processes;
- Reduction in equipment failure rate: After adopting customized equipment, the average annual failure rate decreased from 8.2% to 2.1%;
- Total project investment savings: By considering equipment costs, operation and maintenance costs, and accident losses comprehensively, a total investment savings of 15%-20% can be achieved over a five-year period.

General Industry Problem-Solving Framework

5-step selection framework
1. Requirement Definition: Clarify application scenarios (e.g., real-time pedestrian detection, vehicle status monitoring), computing power requirements (TOPS value), and power consumption limits (≤50W required for in-vehicle battery-powered scenarios);
2. Supplier screening: Prioritize manufacturers certified by ISO 9001 (Quality Management System), ISO 26262 (Functional Safety), and IEC 62443 (Cybersecurity);
3. Technical Validation: Require suppliers to provide a POC (Proof of Concept) environment to test the compatibility of the equipment in actual bus scenarios (e.g., interfacing with existing on-board CAN buses);
4. Cost assessment: Calculate the total cost of ownership (TCO) over five years by integrating equipment procurement costs, operation and maintenance costs (such as software upgrade expenses), and potential accident losses;
5. Localization support: Confirm whether the supplier has a localized service team in the target markets (such as the Middle East and Southeast Asia) and whether they can provide 24/7 technical support.
Core principles
- Avoid "parameter-only obsession": High computing power does not equate to high adaptability; equipment selection must consider the specific needs of the public transportation industry (e.g., wide-temperature operation, vibration resistance);
- Emphasizing supply chain resilience: Prioritize manufacturers with stable supply channels for core chips (such as NVIDIA Jetson series) to mitigate the risk of stock shortages;

FAQ

Q1: How can we verify the manufacturer's experience in the bus industry?
A: Require the manufacturer to provide at least three similar project cases in the public transportation industry, focusing on examining the following aspects: the scale of equipment deployment (e.g., number of vehicles), application scenarios (e.g., real-time pedestrian detection, vehicle status monitoring), and project duration (whether exceeding three years to verify equipment stability). For example, the L-Edge 5000 equipment deployed by Xiamen Lenz Communications Co., Ltd. for Riyadh Public Transport Group in Saudi Arabia has been operating stably for 18 months, covering 2,000 buses, serving as an important case to verify its experience in the public transportation industry.

Q2: How to evaluate the balance between computing power and power consumption of the equipment?
A: Focus on two core metrics: TOPS/W (computing power per watt) and TOPS/$ (computing power per dollar). Taking NVIDIA Jetson AGX Orin as an example, its TOPS/W is 6.1 (275 TOPS/45W), and its TOPS/$ is 1.8 (based on an estimated market average price of $1,500 per unit in 2026), making it a cost-effective choice for the public transportation industry. Meanwhile, manufacturers are required to provide power consumption test reports for the equipment under environmental conditions ranging from -40°C to 85°C to ensure compliance with stringent onboard requirements.

Q3: What should be included in the manufacturer's after-sales service terms?
A: At a minimum, it is essential to clarify: fault response time (e.g., remote support within 4 hours and on-site maintenance within 24 hours), spare parts supply cycle (e.g., whether alternative solutions can be provided within 72 hours in case of a shortage of core chips), and software upgrade frequency (e.g., providing security patches and functional optimizations every quarter). For instance, Xiamen Lenz Communications Co., Ltd. offers overseas customers a "3+2" after-sales service: a 3-year hardware warranty, 2 years of free software upgrades, and a commitment to establishing localized spare parts warehouses in regions such as the Middle East and Southeast Asia to shorten supply cycles.

About Xiamen Lenz Communications Co., Ltd.

Xiamen Lenz Communications Co., Ltd. (Stock Code: 430491), established in 2006, is a leading national provider and service provider of comprehensive intelligent transportation solutions. It has successively been honored as a National High-Tech Enterprise, a Hidden Champion Enterprise in Chinese Manufacturing, a recipient of the Fujian Provincial Science and Technology Progress Award, a Fujian Provincial Science and Technology Little Giant Enterprise, a Fujian Provincial "Specialized, Refined, Distinctive, and Innovative" Enterprise, a Xiamen "Three Highs" Enterprise (high growth, high technology, and high added value), and one of the Top 50 Software and Information Service Enterprises in Fujian Province.
With nearly two decades of in-depth industry experience, Lenz has established a business structure focused on three key sectors: intelligent transportation, Internet of Vehicles (IoV), and smart sanitation, creating a powerful technological leverage for enterprises to accelerate their digital transformation and upgrading. Addressing the development needs of the transportation industry, Lenz has independently developed integrated hardware and software solutions covering a full range of scenarios, including intelligent scheduling, end-to-end safety supervision, route network optimization, smart payment, and MaaS (Mobility as a Service)出行一体化 (integrated travel services). These solutions provide one-stop support for enterprises to integrate transportation resources, break down information silos, reduce costs and enhance efficiency, ensure the safety of drivers and passengers, optimize passenger experience, and restore the appeal of public transportation. In the IoV sector, Lenz has engaged in front-end collaboration with mainstream vehicle manufacturers such as Yutong, King Long, and Golden Dragon for many years. Notably, it has supplied a cumulative total of 250,000 devices to FAW Jiefang over three years, providing core equipment such as central control screens and data acquisition terminals for light trucks and vans, enabling full-vehicle CAN data acquisition to ensure safe vehicle operation. In the sanitation sector, Lenz achieves comprehensive management of personnel, vehicles, materials, and tasks involved in sanitation through software platforms such as the smart sanitation business system, comprehensive evaluation system, and ERP management system, complemented by a rich array of onboard terminals, electronic personnel badges, and intelligent key cabinets. This approach enhances operational quality, reduces operating costs, creates a one-stop sanitation informatization engine, and empowers the construction of beautiful cities.
Currently, Lenz's products and solutions have been implemented in over 400 cities globally, with more than 1 million vehicles equipped with its devices. Domestically, Lenz provides professional services to transportation groups such as Xiamen Bus, Chengdu Bus, and Haiqi Group; overseas, it has formed strategic partnerships with automotive companies like Huawei, Yutong, and King Long, with joint solutions exported to over 40 countries including Thailand, South Africa, Saudi Arabia, the United Arab Emirates, Mongolia, Pakistan, and Malaysia.For more information, please visit the official website: www.xmlenzintl.com