Intelligent AI Edge Server Industry Analysis: Reach USD 13703 Million by 2031 with 20% CAGR

According to the recent report from QYResearch, the Intelligent AI Edge Server market is entering a high-velocity growth phase. Global revenue reached US$ 3,762 million in 2024 and is projected to hit US$ 13,703 million by 2031 at a 20.0% CAGR (2025-2031). Unit shipments totaled ~752.4k in 2024 at an average price of ~US$ 5,000/unit. The market is being reshaped by Open RAN and vRAN rollouts, retail edge AI adoption, and supply-chain diversification in response to evolving 2025 U.S. tariff policy. These forces are driving demand for rugged, short-depth, GPU-capable servers at the network and enterprise edge.

Intelligent AI Edge Server

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Leading Companies

Dell
HPE
Huawei
Lenovo
Inspur
Fujitsu
Cisco
IBM
Advantech
Supermicro
H3C
Nettrix
Enginetech
PowerLeader
Fii
Digital China
GIGABYTE
ADLINK
Atos
xFusion

Applications

Industrial
Transportation
Retail
Healthcare
Others

Classification

2U Server
4U Server
Other

Latest Market Data

· Global market size in 2024: US$ 3,762 million

· Forecast for 2031: US$ 13,703 million

· CAGR (2025-2031): 20.0%

· Global shipments in 2024: ~752.4k units

· Average selling price in 2024: ~US$ 5,000/unit

· Top-five vendors share in 2024: approximately X% of revenue

· Regional trends: North America and Europe are expanding their market share through 2031

Company Milestones in 2024-2025

· Dell - Partnered with Vodafone in the UK to supply PowerEdge edge servers for replacing around 2,500 sites under Open RAN programs. Deutsche Telekom confirmed PowerEdge XR5610 servers deliver nearly double the capacity with about 20% lower power usage versus previous generation solutions.

· HPE - Refreshed the Edgeline EL8000 platform in 2025 with a compact 17-inch chassis, 10G SFP+ switch option, -48V DC/AC redundant PSUs, and the ability to operate up to 55 °C for telco-grade deployments.

· Lenovo - Updated ThinkEdge SE455 V3 with AMD EPYC 8004 processors, supporting up to 64 cores in a short-depth 2U design. The system runs PCIe 5.0 GPUs and operates reliably up to 55 °C, optimized for telecom and industrial edge workloads.

· Supermicro - Expanded its retail AI solutions at NRF 2025, focusing on edge servers designed for real-time analytics, store operations, and shrink reduction using GPU acceleration in compact systems.

· Advantech - Introduced SKY-8132S short-depth edge servers, with 11-inch rugged variants supporting -40 °C to 65 °C operation, designed for 5G/vRAN and generative AI inference at the edge.

· Supply Chain Dynamics - Foxconn reported AI server revenues surpassing consumer electronics in 2025. SoftBank acquired Foxconn's Ohio facility to expand AI server production for its Stargate platform, signaling reshoring momentum and resilience against tariff impacts.

Five Flagship Edge AI Server Products

Dell PowerEdge XR5610

· 1U short-depth rugged server (463 mm depth)

· 4th/5th Gen Intel Xeon Scalable with vRAN Boost

· Up to 1 TB DDR5 memory, 8 DIMMs

· Supports up to two 75W GPUs

· MIL-STD-810H and NEBS Level 3 tested

· Operating temperature: -5 °C to 55 °C

HPE Edgeline EL8000

· 17-inch depth compact modular chassis

· Supports ProLiant e910/e920 blades

· Integrated 10G SFP+ switching options

· Storage for up to 8 drives

· Redundant AC and -48V DC power support

· Designed for high shock and temperature up to 55 °C

Lenovo ThinkEdge SE455 V3

· 2U short-depth (440 mm) chassis

· AMD EPYC 8004 CPUs with up to 64 cores

· Supports PCIe 5.0 accelerators and OCP 3.0 NICs

· Up to 6 single-width or 2 double-width GPUs

· NEBS-friendly, operating range -5 °C to 55 °C

Supermicro SuperServer SYS-E403-13E-FRN2T

· Compact 16-inch depth edge server

· Single-socket Intel Xeon up to 300W

· Up to 2 TB DDR5 memory

· Expansion for one double-width or two single-width GPUs

· Multiple NVMe and SATA storage options

· Dual 10GbE network ports

Advantech SKY-8132S

· Short-depth edge servers (11" and 20" options)

· Intel Xeon Scalable processors

· Multiple PCIe slots for accelerators

· Operating temperature: -40 °C to 65 °C

· Outdoor cabinet and pole-mount support

Verified Downstream Users

Vodafone
Deutsche Telekom
Orange
DISH Wireless
Verizon
SK Telecom
O2 Telefónica
Rakuten Mobile
AT&T
Truis
Gemtek
Ericsson

Market Trend

Open RAN and vRAN Adoption

Telecom operators are rapidly deploying Open RAN in Europe and Asia. Dell and Intel are central to Vodafone's Open RAN rollout across 2,500 UK sites. Deutsche Telekom confirmed energy savings with Dell XR5610 servers, while Orange and other carriers are moving edge AI to radio sites to lower costs and improve efficiency.

Retail AI Scaling at the Edge

Retailers are shifting from pilots to large-scale deployments of edge AI for shrink reduction, queue management, and in-store analytics. Supermicro and Lenovo are supplying GPU-capable systems designed for backroom deployment, enabling real-time insights without dependence on cloud latency.

Growth in MEC and Private 5G

The mobile edge computing (MEC) market is expanding sharply, from US$ 3.4 billion in 2023 to an expected US$ 121.9 billion by 2032. Verizon and other operators are combining private 5G networks with AI inference servers to handle video analytics, industrial automation, and real-time monitoring locally.

Shift Toward Short-Depth, Rugged Systems

Server vendors now prioritize ruggedized, compact systems under 18 inches deep with -48V DC support, dust filters, and wide temperature tolerances. These designs are now standard across Dell, HPE, and Lenovo portfolios, reflecting deployment needs in telecom cabinets, retail outlets, and outdoor enclosures.

GPU and Accelerator Diversification

Edge servers are adopting NVIDIA L4, L40S, and RTX 6000 Ada GPUs, which balance performance with thermal and power constraints. Vendors like Supermicro and Advantech have engineered short-depth enclosures supporting double-width GPUs while maintaining serviceability.

Cooling Efficiency Prioritization

Air cooling remains the dominant method at the edge, covering nearly 70% of shipments in 2024. Vendors are focused on optimizing airflow and power efficiency, as liquid cooling remains impractical for most retail and telecom field deployments.

Reshoring and Supply Chain Adjustments

Foxconn's pivot toward AI servers and SoftBank's acquisition of a U.S. facility highlight a shift toward geographically diversified production bases. These moves align with the need for tariff-resilient sourcing and localized manufacturing as geopolitical trade pressures persist in 2025.

Hub-and-Spoke AI Deployment Models

Datacenter-scale systems like NVIDIA's GB200 NVL72 are increasingly paired with fleets of edge servers for inference and model refinement. This architecture supports hybrid strategies where training happens centrally, while AI inference and adaptation occur at the network or retail edge.

Competitive Positioning

· Dell is consolidating leadership in telco-grade rugged edge servers through global Open RAN partnerships.

· HPE differentiates with modular Edgeline architecture and GreenLake consumption models, appealing to operators and enterprises alike.

· Lenovo leverages AMD EPYC 8004 processors to optimize performance-per-watt and NEBS readiness for telecom and industrial deployments.

· Supermicro is expanding into retail and Open RAN ecosystems with compact GPU-ready edge platforms.

· Advantech maintains strength in MEC and carrier-grade deployments with short-depth, outdoor-rated systems.

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