NEW YORK, Feb. 05, 2026 – AGM Group Holdings Inc. (NASDAQ: AGMH), a technology firm specializing in high-performance computing and cutting-edge innovation, announced today a significant strategic procurement initiative. This program aims to acquire high-performance, enterprise-grade NAND Flash memory and controller chips from leading global semiconductor manufacturers. These components are intended exclusively for AGMH’s proprietary all-flash storage server systems, specifically engineered for AI workloads. This initiative represents a crucial step in the company’s development of a resilient and highly efficient AI infrastructure ecosystem.
Addressing AI Compute Bottlenecks: From “Compute-Centric” to “Storage-Compute Co-Design”
With the exponential growth in parameter size for generative AI (AIGC) and large language models (LLMs), data center storage subsystems are experiencing unprecedented demands for throughput and low latency. Conventional hard disk drives (HDDs) and even standard solid-state drives (SSDs) are increasingly unable to match the extreme performance requirements of contemporary GPU clusters. Consequently, storage has emerged as a significant bottleneck hindering AI training efficiency.
To tackle this industry-wide challenge, AGMH’s strategic procurement initiative seeks to comprehensively address compute-storage decoupling by securing direct access to premium semiconductor resources. Key benefits include:
- Strengthening Supply Chain Resilience and Security: Direct procurement from tier-one wafer and chip manufacturers allows AGMH to mitigate risks associated with geopolitical tensions and market volatility, thereby ensuring long-term stability for its AI infrastructure operations.
- Enabling Deep Hardware Optimization: By integrating top-tier flash components with AGMH’s proprietary firmware algorithms and hardware architecture, the company is developing storage solutions precisely optimized for the high-concurrency, random read/write patterns characteristic of AI applications.
- Reducing Total Cost of Ownership (TCO): Leveraging the superior energy efficiency and high IOPS density intrinsic to all-flash architectures, AGMH’s AI storage systems are projected to substantially decrease power consumption and cooling costs in data centers, enhancing both capital and operational expenditure efficiency.
Building a Data-Centric Next-Generation AI Computing Platform
AGMH’s CEO stated, “In the AI era, computing power propels model evolution, while storage provides the essential fuel for high-performance operations. Without resolving data delivery bottlenecks, even the most advanced GPUs cannot achieve their full potential. Our collaboration with globally recognized semiconductor partners not only showcases AGMH’s expertise in advanced component integration but also marks a definitive move towards becoming a leading provider of core AI infrastructure technologies. We are dedicated to fostering storage-compute convergence and delivering integrated, energy-efficient, and scalable AI computing platforms to clients globally.”
Product Vision: Purpose-Built All-Flash Architecture for AI Workloads
AGMH’s next-generation all-flash storage server systems, currently in development, will emphasize the following technological innovations:
- End-to-End NVMe Support: This feature maximizes native flash performance by minimizing protocol overhead and significantly reducing data loading times during AI model training, thereby boosting overall GPU utilization.
- High-Density Design: Featuring modular chassis and advanced thermal management, these systems will provide petabyte-scale, high-speed capacity within limited rack space, making them ideal for both hyperscale cloud environments and edge computing nodes.
- Intelligent Tiering Management: Proprietary software-defined storage (SDS) technology will be employed to dynamically identify hot and cold data streams, improving real-time inference efficiency and extending media lifespan.
This strategic initiative, which emphasizes strengthening global supply chain partnerships and internal R&D capabilities, marks a substantial progression in AGMH’s vertical integration strategy and its dedication to constructing an AI-native infrastructure platform. AGMH plans to continue its dual-engine strategy of “deep hardware innovation + advanced algorithm design,” aiming to empower industries to accelerate their transition into the intelligent era.
About AGM GROUP HOLDINGS INC.
AGM GROUP HOLDINGS INC. is among a select group of publicly listed companies in the U.S. market possessing both ASIC chip design (“ASIC”) and crypto miner (“Crypto”) production capabilities. Its released crypto miner products are recognized for their competitive performance and specifications. For additional information, please visit the Company’s website at https://agmhgroup.com/
Forward-Looking Statements
This announcement contains certain forward-looking statements. These statements involve known and unknown risks and uncertainties, and they are based on the Company’s current expectations and projections regarding future events that the Company believes could impact its financial condition, operational results, business strategy, and financial requirements. Investors can identify these forward-looking statements through terms such as “approximates,” “assesses,” “believes,” “hopes,” “expects,” “anticipates,” “estimates,” “projects,” “intends,” “plans,” “will,” “would,” “should,” “could,” “may,” or similar expressions. The Company is not obligated to publicly update or revise any forward-looking statements to reflect subsequent events or circumstances, or changes in its expectations, unless required by law. While the Company believes the expectations expressed in these forward-looking statements are reasonable, it cannot guarantee their accuracy. The Company advises investors that actual results may differ significantly from anticipated outcomes and encourages a review of other factors that may influence its future results, as detailed in the Company’s registration statement and other filings with the U.S. Securities and Exchange Commission.
For more information, please contact:
AGM GROUP HOLDINGS INC.
Investor Relations Department
Email: ir@agmhgroup.com
https://agmhgroup.com/
