The computer-on-module (COM) market is moving beyond the traditional “CPU on a detachable board” model as AI accelerators, faster I/O and long-life industrial software become part of the module specification. According to the supplied report page, the market was valued at USD 2,363 million in 2024 and is projected to reach USD 6,088 million by 2032, representing a 14.8% CAGR.

Recent product roadmaps show the change clearly. New COM Express and COM-HPC modules combine CPU, GPU and NPU resources while adding PCIe Gen4/Gen5, USB4 and faster networking. For OEMs, the attraction is the ability to upgrade compute without throwing away a qualified carrier board, enclosure or software stack.

congatec

congatec is pushing the COM architecture toward AI-capable edge computing. In January 2026 it expanded its module roadmap around Intel Core Ultra Series 3, with published configurations reaching up to 180 TOPS of combined AI performance. The significance is practical: a COM can now host CPU, GPU and NPU resources inside the same serviceable module used by an industrial OEM.

The conga-TCRP1 adds a second example. Based on AMD Ryzen AI Embedded P100 processors, the COM Express 3.1 Type 6 Compact module is offered with four or six CPU cores, a dedicated XDNA2 NPU and up to 59 TOPS total AI performance. It is also specified for -40°C to +85°C, making the module relevant to machine vision, robotics and outdoor industrial equipment.

In July 2026, congatec highlighted a COM-HPC platform using up to 16 Zen 5 cores, RDNA 3.5 graphics with up to 40 compute units and a dedicated NPU. This shows where the category is moving: from processor-carrier boards toward heterogeneous compute platforms.

Advantech

Advantech competes across COM Express and COM-HPC and increasingly positions the module as the compute core of an edge system. Its COM-HPC architecture supports the high-I/O workloads created by vision, robotics, networking and AI inference.

Published COM-HPC specifications include up to 1 TB memory, PCIe Gen5 at 32 GT/s, USB4 at 40 Gbps and 25GbE support in applicable designs. Those numbers matter because an AI edge platform can be constrained by data movement before it is constrained by CPU compute.

Advantech also maintains AI-on-Module products spanning COM-HPC and COM Express, giving OEMs a migration path without abandoning the carrier-board model. Its competitive edge is therefore as much platform continuity and I/O architecture as processor choice.

ADLINK Technology

ADLINK has one of the broadest modular embedded portfolios in this group, covering COM-HPC, COM Express, SMARC and OSM. Its COM Express Type 6 range is aimed at industrial automation, medical systems, transportation, robotics and edge servers.

The company highlights the effect of COM Express Revision 3.1, which brings PCIe Gen4 and USB4 into the standard. ADLINK notes that Type 6 Basic designs can support up to 75 W, while Compact modules target roughly 5–20 W, creating a useful split between high-performance and constrained edge systems.

That range matters commercially because OEMs can keep the carrier and application stack while moving between power classes. The module becomes a controlled upgrade point rather than a one-time board decision.

Kontron

Kontron’s relevance comes from combining standardized embedded modules with system-level edge computing. Its roadmap spans COM Express and COM-HPC while increasingly adding dedicated AI accelerators.

In March 2026, Kontron announced a partnership with SiMa.ai around edge AI and highlighted a KBox A-151 configuration delivering more than 50 TOPS of dedicated AI performance. Although the KBox is a full system, the development shows the direction of the module market: COM compute is becoming part of a validated edge-AI platform.

Kontron also expanded its module portfolio through the 2025 acquisition of the JUMPtec module business. That broadens the company’s ability to support long-life industrial programs that need multiple module generations.

SECO

SECO is an active COM specialist, with current designs spanning Intel, AMD and Qualcomm processor ecosystems. That breadth is useful as OEMs evaluate AI performance, power consumption and software compatibility simultaneously.

In January 2026 SECO introduced the SOM-COMe-BT6-PTL based on Intel Core Ultra Series 3, with configurations reaching up to 180 TOPS total AI performance and a 50-TOPS NPU. In February it added a Qualcomm Dragonwing COM Express Type 6 platform with an 8- or 12-core Oryon CPU and up to 45 TOPS.

SECO says it has developed around 40 COM Express modules over more than 15 years. That installed experience matters because COM buyers often value carrier reuse and supply continuity as much as benchmark scores.

Portwell

Portwell participates in COM Express and COM-HPC for industrial, networking and embedded applications. Its current roadmap shows an emphasis on bringing newer x86 processors into established Type 6 mechanical and electrical envelopes.

In January 2026 it introduced the PCOM-B65B COM Express Type 6 based on Intel Core Ultra Series 3. For OEMs, this is valuable because the compute generation can be refreshed without replacing the complete carrier-board design.

Portwell also announced a February 2026 partnership with Microchip related to PCIe Gen6 for AI infrastructure. That effort is outside COM itself, but it reinforces the broader shift toward faster I/O around modular compute.

AAEON

AAEON participates in COM Express and COM-HPC, with products aimed at industrial automation and AI edge workloads. The company’s role is strongest where an OEM needs a standardized compute core but also wants a ready path into carrier boards, development systems and deployed edge platforms.

Its current embedded portfolio combines compute modules with development hardware, enabling customers to evaluate graphics, networking, storage and camera interfaces before locking a production carrier. This becomes important as AI inference pushes more compute into industrial devices.

AAEON’s competitive value is therefore not limited to the module itself. The surrounding validation and deployment ecosystem can shorten the transition from engineering sample to field-ready edge computer.

Toradex

Toradex competes from a different angle: long-life Arm computer modules and a strong software ecosystem. Its Colibri, Apalis and Verdin families are designed for OEMs that want to avoid rebuilding the compute stack for every product generation.

Toradex states that its computer modules are designed around a 10+ year lifecycle, with family-level pin compatibility helping customers reuse carrier-board investments. That is especially relevant to industrial controls, transportation, medical equipment and other products with long field lifetimes.

The competitive lesson is that lifecycle and software maintenance remain essential buying criteria even as AI performance becomes more prominent. A module with slightly lower peak compute can still win if it reduces requalification and maintenance risk over a decade.

Eurotech

Eurotech operates at the boundary between standardized embedded compute and connected edge systems. Its platforms target transportation, industrial and harsh-environment deployments where the module or compute core has to coexist with networking, remote management and long service requirements.

That systems orientation matters because a COM is rarely the final product. OEMs still need cellular or Ethernet connectivity, field interfaces, storage, security and device-management software around the compute module.

Eurotech’s competitive role is therefore strongest in projects where customers are buying a deployable edge-computing architecture rather than a processor carrier alone.

PHYTEC

PHYTEC is relevant to modular embedded computing through processor modules, carrier-board design and productization support. Its customers often need more engineering assistance than a catalog-only module vendor provides.

The company’s value is concentrated in the board-support package, carrier adaptation and industrialization layer around the module. Those services can be critical in medical, industrial and transportation projects where the compute block is standardized but the final product has application-specific I/O and certification requirements.

PHYTEC therefore competes on time-to-market and engineering risk reduction rather than solely on top-end processor performance.

How the Competitive Landscape Is Changing

Competition is shifting from processor selection to platform architecture. COM Express remains attractive because it protects carrier-board investments, while COM-HPC opens higher memory and I/O envelopes for edge servers and AI systems.

Another competitive axis is lifecycle. Toradex explicitly targets 10+ years, while congatec, Kontron and SECO are refreshing multiple module generations across processor families. For equipment that remains deployed for a decade, stable pinouts, BSP support and supply continuity can be as important as TOPS.

Finally, suppliers are moving closer to the finished edge system. Kontron’s AI platforms, Advantech’s broad I/O portfolio and PHYTEC’s productization services show why COM suppliers increasingly compete on the complete path from evaluation to production deployment.

Key Technology Trends Shaping the Top Players

AI acceleration is becoming a core module specification

Dedicated NPUs are now appearing inside COM designs rather than being added as external accelerators. SECO’s published 50-TOPS NPU and congatec’s 59 TOPS total AI module show that inference performance is moving into the standard selection criteria.

This matters because industrial vision, robotics and speech workloads often benefit from local inference, where latency, bandwidth and data-residency requirements favor edge processing.

High-speed I/O is becoming part of the performance equation

AI-capable compute is only useful if camera, sensor and storage data can reach the processor quickly. Advantech’s published PCIe Gen5 at 32 GT/s, USB4 at 40 Gbps and up to 1 TB memory illustrate the I/O jump.

For OEMs, that means carrier boards also need better signal integrity and thermal design, making the module standard increasingly important to overall system architecture.

Lifecycle and carrier reuse remain competitive moats

COM continues to win when an OEM can refresh compute without requalifying an entire product. Toradex’s 10+ year lifecycle strategy and the mature COM Express ecosystem show that longevity remains a purchase criterion.

Security support is joining that lifecycle discussion as industrial devices remain connected for years. Suppliers with established BSP, firmware and module roadmaps can therefore reduce total maintenance risk.