Industrial Edge AI deployments are placing greater emphasis on power protection as AI inference moves closer to where data is generated. Apacer has expanded its focus on storage reliability with CorePower, a hardware-based power protection technology designed to preserve cached data during unexpected power interruptions, helping maintain data integrity in industrial environments. As an authorised distribution partner for Apacer, Astute Group supplies these industrial storage solutions to support long-term reliability across Edge AI applications.
According to Apacer President Gibson Chen,, AI workloads are increasingly moving away from centralised cloud infrastructure and into distributed edge devices where decisions must be made in real time. Smart manufacturing, intelligent transport systems and healthcare equipment all depend on local processing, placing greater demands on industrial storage reliability.
Chen argues that storage is becoming a fundamental part of Edge AI infrastructure rather than simply a repository for data.
“At the edge, reliability isn’t a feature — it’s survival.”
Chen states that storage devices operating inside compact, fanless industrial systems must maintain consistent performance despite vibration, dust, temperature variation and continuous write cycles.
Rather than focusing solely on capacity or interface speed, industrial storage increasingly needs to deliver sustained performance during AI model execution, high endurance for continuous logging and retraining, efficient power consumption and protection against unexpected power interruption.
Power instability remains one of the primary causes of storage corruption within industrial systems. According to Apacer’s CorePower technology overview, sudden power loss presents a particular challenge for SSDs using volatile DRAM buffers because cached information can be lost before it is written to NAND Flash.
CorePower is a hardware-based protection technology that incorporates tantalum capacitors alongside a dedicated detection IC. When power is interrupted, the stored energy provides sufficient time for the SSD controller to transfer cached data safely into NAND Flash before shutdown.
According to Apacer, CorePower is designed to “ensure data integrity and the stability of data transmission” during unexpected power outages. The technology also employs tantalum capacitors chosen for their longer operating lifetime, higher endurance and stronger resistance to extreme ambient temperatures compared with conventional alternatives.
These characteristics align with industrial Edge AI deployments where storage devices are frequently installed in enclosed systems without active cooling and are expected to operate continuously for extended periods.
Gartner reported back in 2023 that enterprise data continues to be generated increasingly outside traditional data centres. These trends increase the importance of infrastructure capable of maintaining consistent operation despite changing environmental conditions and power events.
Advantech Director of Emerging Business Offices Hank Lee argues that scaling Edge AI deployments depends as much on dependable hardware as software architecture.
“The real challenge of Edge AI is not model sophistication.”
Lee notes that many organisations successfully complete proof-of-concept deployments before encountering challenges created by diverse hardware platforms, legacy equipment and inconsistent infrastructure across multiple locations. Stable industrial storage forms part of the physical foundation needed to support repeatable deployments
As an authorised distribution partner for Apacer, Astute Group supplies industrial-grade memory and storage technologies that address the reliability requirements of Edge AI systems. Solutions incorporating CorePower provide additional protection against unexpected power interruption while supporting continuous AI inferencing, local analytics and industrial automation workloads where preserving data integrity is essential for ongoing operation.
As Edge AI continues expanding across manufacturing, transportation and healthcare applications, storage reliability is becoming a critical consideration alongside processor performance and connectivity. Built-in hardware power protection offers one approach to reducing operational risk while maintaining data consistency under demanding industrial conditions.
Damian Semple, Franchise Marketing Manager, comments: “As Edge AI deployments increase, designers are paying closer attention to the resilience of every hardware component, not just compute performance. Selecting storage with built-in power protection early in the design process can reduce operational risk and help avoid costly system failures once equipment is deployed in the field.”
