Redefining Edge AI Architecture
Mixed Signal IC
Wireless Connectivity
BLDC Motor Driver Application
Sensor and Mixed-Signal Processing IC
Optical Electric Development
Target Applications
Empowering pervasive intelligence across industries.
The aiPIM™ Advantage
Processing-in-Memory (PIM) is no longer a concept, but a deployable solution for the AIoT era.
. Heterogeneous Integration: 3D-stacking of standard DRAM layers with a dedicated AI Logic Layer (Base Die).
. NPU Acceleration: Integrated GEMM/GEMV engines for high-speed matrix and vector computation.
. Flexible Ecosystem: Comprehensive SDK supporting MCU and Embedded CPU environments (TFLite, ONNX, GGML).
. Cost Efficiency: Strategic use of System-in-Package (SiP) and Wafer-on-Wafer (WoW) technologies.
Technical Documentation
VLSI Presentation (PDF) Technical Whitepaper (PDF)
【Core IC Design and Technology R&D】
ESMT’s aiPIM™ product is built upon forward-looking concepts in computer system architecture and semiconductor chip circuit design.
By leveraging advanced stacking technology, we integrate a dedicated AI computing logic layer (Base Die) with standard DRAM through a standard memory interface, enabling memory-centric AI computation.
This logic layer incorporates high-speed matrix and vector acceleration engines such as GEMV, allowing data to be processed rapidly within the memory and reducing unnecessary data movement.
With ESMT’s long-term research and development in computer hardware systems, aiPIM™ breaks through the traditional Von Neumann “memory wall” bottleneck and delivers significant improvements in energy efficiency and latency, especially for edge AI applications.
【Software Development and Data Processing Efficiency】
aiPIM™ is more than a hardware product—it is the design and development of computers and software resulting in a complete hardware-software co-design platform.
Our team is committed to researching computer software technologies and developing SDKs and drivers that tightly integrate with the hardware, ensuring seamless compatibility with mainstream SoC platforms.
In data-processing program development, we focus on reducing data movement, optimizing in-memory computation flows, and enhancing the efficiency of AI inference.
We further strengthen the co-design between system architecture and data-processing workflows.
In addition, we provide complete and precise technical documentation to help customers understand the architecture quickly, accelerate development, and shorten time-to-market.
【Professional Consulting and Partnership Services】
As a leader and pioneer in aiPIM™ product development and design, ESMT provides a wide range of semiconductor technical consulting and collaboration services.
Our technical team supports customers with semiconductor technology consulting, chip selection analysis, system architecture design, process integration guidance, and optimization of AI and in-memory computation workflows.
We also offer system-level optimization solutions tailored to customer requirements, including performance enhancement, power optimization, and memory-centric computation tuning.
Furthermore, ESMT serves as a strategic partner to co-develop new products with customers, leveraging the computational advantages of aiPIM™ product to create next-generation intelligent AI solutions.
Find the aiPIM™ solution that best fits your needs.
ESMT provides the following technical consulting and services related to memory products. We sincerely invite customers to contact us to provide the corresponding technical supports, services and best solutions.
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**Design services of integrated circuits / semiconductor chips** Custom Memory and Semiconductor Architecture Design |
**Integrated circuits/ semiconductor technology consultancy services** Memory and Semiconductor Technology Consulting |
** Providing research and development services of products** Research and Development of Memory Products |
**Design services of computer program (Software, Firmware, and Controller Design)** |
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We design customized memory and semiconductor architectures tailored to the needs of modern electronic systems. Our team collaborates closely with customers to develop efficient memory architectures, optimize performance, and ensure reliable data storage and seamless system integration and prepare technical documentation to support manufacturing, integration, and long-term maintenance of products. |
Our experienced engineers provide consulting on memory technologies, IC design methodologies, and system-level integration. We help clients evaluate design strategies, solve technical challenges, and identify optimal solutions for their memory projects. |
We assist customers in exploring and developing new products that utilize memory technology. From evaluating concepts and technical feasibility to collaborative development, we contribute engineering expertise throughout the R&D process to create innovative, high-performance memory solutions. |
To complement memory hardware, we provide software, firmware, and memory controller design services. Our engineers develop embedded software and supporting programs that ensure efficient communication between memory devices and broader electronic systems. |
Please contact your local sales representative for the most suitable product specifications and technical support for your system design.
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