Good in principle, but China’s new military AI logistics are themselves targets

China’s military is integrating AI into logistics to make sustainment faster, better coordinated and able to support operations over greater distances. But the very features that deliver those gains in peacetime also expose the system to disruption, meaning AI may not give China the decisive sustainment edge it expects in a major war. AI-enabled logistics depend on uninterrupted data flows between sensors, planning systems and dispersed units, making them inherently vulnerable to electromagnetic warfare and cyberattacks. The Chinese military’s heavy reliance on commercial supply chains and civilian software adds more weak points. Intruding into logistics software can corrupt scheduling data, delay movements and trigger cascading failures across units and theatres. Jamming or spoofing the links that guide cargo drones and uncrewed ground vehicles could stop resupply altogether, even if the carrying equipment itself is unharmed. Highly centralised logistics systems often become fragile once communications and access are disrupted. AI-enabled logistics are likely to face the same problem unless planners incorporate redundancy and fallback systems that can operate under degraded conditions. When data links are degraded or automated systems fail, compatibility issues between new AI tools, older platforms and legacy bureaucratic processes are likely to quickly reappear. Units may then fall back on slower manual coordination and pre-positioned stocks whose locations and quantities no longer match operational needs. Moreover, when automated logistics systems fail, commanders also lose real-time visibility over supply levels, asset locations and consumption rates. This slows decision-making and raises the risk that limited supplies will be wasted or misdirected when they are needed most. Historically, large military organisations have consistently struggled to make major changes to how they operate once a conflict has started. This reality is best captured by the ever-quoted Carl von Clausewitz’s concept of friction: the countless unpredictable incidents, physical constraints and psychological pressures that make the otherwise easy so difficult in combat. Because these bureaucratic behemoths of military organisation are designed on peacetime predictability, if initial high-intensity operations do not go according to plan, asking them to simultaneously wage war and rewire their operational DNA creates serious delays exactly when speed and adaptability matter most. This friction is reinforced by the Chinese military’s rigid command structures, which require many approval layers before alternative supply methods can be authorised. However, deeper integration with civilian networks should make early paralysis harder by spreading demand across a broader base. That is the Chinese military’s theory. But as Mike Tyson famously said, ‘everybody has a plan until they get punched in the face.’ China has not fought a war since 1979, so its military has no recent experience sustaining large-scale operations against a capable adversary. Although Beijing is regularly testing resilience measures against electromagnetic disruption, cyberattacks and other battlefield challenges, most major Chinese exercises still assume favourable conditions with reliable communications and access to civilian logistics support. This makes it hard to judge how much disruption China’s armed forces would face and would be able to handle in the opening stages of a real conflict. Strikes on civilian ports, trucking fleets, rail nodes and communications infrastructure could disrupt logistics as effectively as attacks on military targets would but with less risk to the attacker. Defending these networks would force China’s military commanders to divert resources from other priorities, creating difficult trade-offs. At the same time, attacking the nodes blurs the line between civilian and military targets, raising the risk of escalation. The algorithms themselves are another weak point. China’s predictive logistics models rely on large volumes of stable peacetime data to plan routes and distribute supplies. High-intensity combat is very different. Damaged infrastructure, disrupted communications, weather effects and rapidly changing consumption rates create conditions these models were never designed to handle. Given these vulnerabilities, it is reasonable to ask whether Beijing is aware of the risks. It is. Chinese military publications repeatedly warn about the dangers of depending too much on data networks and highlight the need to safeguard logistics systems against electromagnetic warfare, cyberattacks and supply chain disruption. This awareness is likely one reason behind Beijing’s preference for short, decisive campaigns, the greater driver appears to be the risk of US intervention in Chinese military action against Taiwan, Japan or another US friend. China’s military calculates that the longer a conflict lasts, the more time the United States and its allies have to mobilise effectively, which is why Chinese planners stress the need for speed to achieve their objectives before external intervention can become decisive. The same weaknesses give adversaries ways to impose costs without matching China’s overall strength. By targeting civilian data hubs and key transport nodes, the US and its Western Pacific allies, such as Japan, could force Beijing into the very logistical and operational dilemmas it is trying to avoid. The key question is whether China can protect these systems or get them back online quickly under attack. Without that, systems designed for peacetime efficiency could become a weakness in war. The more China’s military depends on complex, centralised logistics networks, the greater the disruption if they are successfully targeted. How Beijing deals with this challenge will shape both its military planning and the choices its adversaries make.