From Blockchain to AI: How AGMH Seizes the Opportunities for Industrial Innovation

Rhea-AI Summary

AGM Group Holdings (NASDAQ: AGMH) said it is advancing both blockchain and AI infrastructure by leveraging in-house ASIC chip design and server manufacturing capabilities. The company reported dedicated ASICs that accelerate Ceph OSD and MON nodes and optimizations to Ceph network protocols to improve data transmission. AGMH also described flash media read/write algorithm improvements and an AI-driven intelligent storage management system for automatic tiered storage and smart scheduling. AGMH launched the ValleyVerse Kraken All-Flash Clustered Storage Server, positioned for AI training and inference with high-speed read/write and scalability, and said it will target AI infrastructure market growth.

Positive

• In-house ASIC design capability for tailored performance optimizations
• Designed ASICs to accelerate Ceph OSD and MON nodes
• Optimized Ceph network communication to improve data transmission efficiency
• Improved flash durability and performance via read/write algorithm optimizations
• Developed AI-driven intelligent storage management with automatic tiered storage
• Launched ValleyVerse Kraken all-flash clustered storage server for AI/HPC

Negative

• No third-party benchmarks or independent validation of performance claims provided
• No commercial contracts, customer wins, or revenue guidance disclosed to support market impact

News Market Reaction

-3.37%

1 alert

-3.37% News Effect

-$230K Valuation Impact

$7M Market Cap

0.1x Rel. Volume

On the day this news was published, AGMH declined 3.37%, reflecting a moderate negative market reaction. This price movement removed approximately $230K from the company's valuation, bringing the market cap to $7M at that time.

Data tracked by StockTitan Argus on the day of publication.

Market Reality Check

Price: $1.79 Vol: Volume 69,919 vs 20-day a...

high vol

$1.79 Last Close

Volume Volume 69,919 vs 20-day average 37,076 (relative volume 1.89x) shows elevated interest before this AI-focused update. high

Technical Shares at $2.08, trading below the $3.25 200-day MA and 97.23% under the 52-week high, but 90.83% above the 52-week low.

Peers on Argus

AGMH gained 4% while peers showed mixed moves: SCKT +3.7%, EBON +7.19%, BTCT -0....

AGMH gained 4% while peers showed mixed moves: SCKT +3.7%, EBON +7.19%, BTCT -0.61%, KTCC -2.89%, TACT -1.23%. No broad, uniform sector rotation is evident.

Historical Context

5 past events · Latest: Jan 14 (Positive)

Pattern 5 events

Date	Event	Sentiment	Move	Catalyst
Jan 14	AI server launch	Positive	+0.0%	Announced ValleyVerse Kraken all-flash clustered storage server for AI and HPC.
Jan 12	RWA MOU signed	Positive	+2.5%	Strategic MOU with Amber Premium to pursue RWA tokenization initiatives.
Jan 08	RWA MOU details	Positive	+2.4%	Outlined non-binding MOU terms for RWA tokenization collaboration framework.
Dec 19	Convertible note tranche	Negative	-4.4%	Subsequent closing in up to $6M original-issue-discount convertible advances.
Oct 14	Nasdaq compliance	Positive	-0.8%	Nasdaq confirmed AGMH maintained listing-rule compliance through Sept 29, 2025.

Pattern Detected

Recent strategic/partnership news (AI server launch, RWA tokenization MOUs) often saw modest positive alignment, while regulatory/listing and financing items showed mixed to negative reactions.

Recent Company History

Over the last few months, AGMH has shifted focus toward AI infrastructure and digital-asset adjacent themes. On Jan 14, 2026, it launched the ValleyVerse Kraken AI-focused storage server, with no immediate price reaction. Earlier in January, two RWA tokenization MOUs with Amber Premium saw modest gains of 2.45% and 2.37%. A December $2 million convertible note tranche on Dec 18, 2025 coincided with a -4.44% move. Nasdaq’s continued-listing confirmation on Oct 14, 2025 drew a slight -0.76% reaction.

Regulatory & Risk Context

Active S-3 Shelf · US$60,000,000

Shelf Active

Active S-3 Shelf Registration 2026-01-14

US$60,000,000 registered capacity

On Jan 14, 2026, AGMH filed a Form F-3 shelf to offer up to US$60,000,000 in Class A Ordinary Shares, debt securities, rights and units over time. Actual takedowns will be detailed in future prospectus supplements, and primary offerings are limited to one-third of the roughly US$4.0 million public float in any 12‑month period while the float remains below US$75 million.

Market Pulse Summary

This announcement reinforces AGMH’s strategy of leveraging its ASIC design and server manufacturing ...

Analysis

This announcement reinforces AGMH’s strategy of leveraging its ASIC design and server manufacturing to target AI infrastructure, particularly through the ValleyVerse Kraken all-flash clustered storage platform. It follows recent product and partnership news around AI and tokenization. Investors may track execution on AI server shipments, the commercial uptake of ValleyVerse Kraken, and any usage of the US$60,000,000 Form F-3 capacity alongside regulatory and PRC-related risks highlighted in recent filings.

Key Terms

asic, high-performance computing, ceph, object storage daemon, +2 more

6 terms

asic technical

"with both Crypto ASIC chip design (“ASIC”) and High-performance computing"

ASIC is Australia’s corporate, markets and financial services regulator that enforces rules for companies, financial advisers and market operators; think of it as the referee and rulebook keeper for financial activity. It matters to investors because ASIC’s oversight, investigations and enforcement actions affect company credibility, legal risk and market fairness—actions that can change stock prices, investor confidence and the safety of financial products.

high-performance computing technical

"manufacturing of AI servers, in order to seize the historic opportunity of the booming global AI industry."

A cluster of very powerful computers, special chips and fast networks designed to tackle huge, complex calculations far faster than a normal PC — like replacing a single delivery van with a synchronized fleet to move a city’s worth of packages. For investors, high-performance computing matters because it enables faster product development, more accurate simulations and data analysis, and new revenue streams for hardware, software and services, making firms that supply or use it potentially more competitive and scalable.

ceph technical

"designed dedicated ASIC chips to accelerate the performance of Ceph’s OSD"

A ceph is shorthand for a cephalosporin, a family of antibiotics used to treat a range of bacterial infections; think of them like different models from the same carmaker built on a shared design. Investors watch mentions of ceph drugs because approvals, patent expirations, new formulations, or rising bacterial resistance can change sales, regulatory risk, and competitive dynamics in pharmaceutical portfolios.

object storage daemon technical

"accelerate the performance of Ceph’s OSD (Object Storage Daemon) and MON"

An object storage daemon is a background computer program that manages how digital files are stored, retrieved and kept safe in an object-based storage system; think of it as a librarian or postal worker that catalogs parcels, places them on shelves, and finds them when requested. Investors care because these daemons determine how reliably and efficiently large amounts of data are handled—affecting operational costs, system uptime, data durability and the ability to scale services as demand grows.

all-flash technical

"ValleyVerse Kraken All-Flash Clustered Storage Server is a culmination"

All-flash describes storage systems or products that use only solid-state flash memory (no spinning hard drives) to hold data. Think of it as replacing a slow filing cabinet with drawers that open instantly: everything loads faster, uses less space and power, and responds with lower delay. For investors, that can mean higher-performing products that command premium prices, lower operating costs for customers, and potential shifts in revenue mix and capital spending for companies selling or buying data-storage equipment.

clustered storage technical

"ValleyVerse Kraken All-Flash Clustered Storage Server is a culmination"

Clustered storage is a way of linking multiple storage devices and servers so they act like one big, shared drive, with copies or pieces of data spread across the group so files stay available if a device fails. Think of it like a set of interconnected safes where losing one safe doesn’t lose your valuables because others keep copies. For investors, clustered storage matters because it improves uptime and scalability, lowers the risk of costly outages, and can reduce per-unit storage costs as data needs grow—factors that affect a company’s operational risk, capital spending and competitiveness.

AI-generated analysis. Not financial advice.

NEW YORK, Jan. 20, 2026 (GLOBE NEWSWIRE) -- Dr. Zhu Bo, the CEO of AGM Group Holdings Inc. (NASDAQ: AGMH), one of the few publicly-listed companies at US market with both Crypto ASIC chip design (“ASIC”) and High-performance computing server production, recently stated in an exclusive interview that the company is actively developing in the fields of blockchain and digital currency. AGMH, leveraging its advantages in ASIC chip research and development as well as server supply chain management, is committed to developing the manufacturing of AI servers, in order to seize the historic opportunity of the booming global AI industry.

Dr. Zhu emphasized that AGMH’s deep expertise in ASIC chip design is the key to this development. “We have independent ASIC chip design capabilities, which enable us to conduct deep optimizations tailored to specific application scenarios.” He revealed that AGMH has already designed dedicated ASIC chips to accelerate the performance of Ceph’s OSD (Object Storage Daemon) and MON (Monitor) nodes, while also optimizing Ceph’s network communication protocols, significantly improving data transmission efficiency.

Beyond software innovation, AGMH has also achieved important breakthroughs on the hardware side. Dr. Zhu explained, “We have an in-depth understanding of flash media. By optimizing the read/write algorithms of the storage system, we have enhanced the durability and performance of flash memory.” In addition, AGMH has combined AI technology to develop an intelligent storage management system, enabling automatic tiered storage and smart scheduling of data, further improving the efficiency and reliability of the storage system.

The newly launched ValleyVerse Kraken All-Flash Clustered Storage Server is a culmination of these technological advances. Designed specifically for AI and high-performance computing, the product adopts advanced all-flash storage technology, delivering high-speed read/write capabilities and strong scalability, perfectly matching the demands of AI training and inference.

Dr. Zhu stated, “ValleyVerse Kraken is not only the result of our technological innovation achievement, but also AGMH’s core competitiveness in the field of chips and servers. We will leverage this to develop the AI infrastructure market. With the continuous growth of global demand for AI, AGMH will continue to leverage its advantages and launch more innovative products and services to help customers break through supply chain bottlenecks and achieve sustainable business growth.”

About AGM GROUP HOLDINGS INC.
AGM GROUP HOLDINGS INC. is one of the few publicly-listed companies at US market with both ASIC chip design (“ASIC”) and crypto miner (“Crypto”) production capabilities and its released crypto miner has competitive product performance and parameters. For more information, please visit the Company’s website at https://agmhgroup.com/

Forward-Looking Statements

Certain statements in this announcement are forward-looking statements. These forward-looking statements involve known and unknown risks and uncertainties and are based on the Company's current expectations and projections about future events that the Company believes may affect its financial condition, results of operations, business strategy and financial needs. Investors can identify these forward-looking statements by words or phrases such as "approximates," "assesses," "believes," "hopes," "expects," "anticipates," "estimates," "projects," "intends," "plans," "will," "would," "should," "could," "may" or similar expressions. The Company undertakes no obligation to update or revise publicly any forward-looking statements to reflect subsequent occurring events or circumstances, or changes in its expectations, except as may be required by law. Although the Company believes that the expectations expressed in these forward-looking statements are reasonable, it cannot assure you that such expectations will turn out to be correct, and the Company cautions investors that actual results may differ materially from the anticipated results and encourages investors to review other factors that may affect its future results 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/

FAQ

What did AGMH announce on January 20, 2026 about its ASIC and server strategy?

AGMH said it is leveraging independent ASIC chip design and server manufacturing to develop AI servers and blockchain solutions.

What is the ValleyVerse Kraken all-flash server that AGMH launched?

ValleyVerse Kraken is an all-flash clustered storage server designed for AI and high-performance computing with high-speed read/write and scalability.

How has AGMH optimized storage performance for AI workloads?

AGMH reported dedicated ASICs accelerating Ceph OSD and MON nodes, network protocol optimizations, flash read/write algorithm improvements, and an AI-driven storage manager.

Does AGMH provide independent benchmarks or customer contracts for the ValleyVerse Kraken?

The announcement does not include independent performance benchmarks or disclosed customer contracts.

How will AGMH position its products in the AI infrastructure market (AGMH)?

AGMH intends to use its chip and server expertise to target AI infrastructure demand and to launch additional products to address supply chain bottlenecks.