AGMH Announces Strategic Trifecta: RWA Tokenization, Mass Production of Kraken All-Flash AI Servers, and MusicDog.ai Partnership to Build Full-Stack AI + Web3 Ecosystem

Rhea-AI Summary

AGMH (NASDAQ: AGMH) announced a strategic trifecta on Feb 18, 2026: an MOU for RWA tokenization with Amber Premium, mass production plans and supply‑chain upgrades for its ValleyVerse Kraken All‑Flash AI servers, and an LOI partnership with MusicDog.ai to build a Web3+AI music ecosystem.

The company expects Kraken mass shipments in Q2 2026, will prioritize server deployment to MusicDog.ai, and intends to use tokenized hardware assets to unlock new financing and a closed‑loop cash flow flywheel.

Market Reaction

-4.93% $1.35

15m delay 3 alerts

-4.93% Since News

$1.35 Last Price

$1.32 $1.46 Day Range

-$245K Valuation Impact

$5M Market Cap

0.3x Rel. Volume

Following this news, AGMH has declined 4.93%, reflecting a moderate negative market reaction. Our momentum scanner has triggered 3 alerts so far, indicating moderate trading interest and price volatility. The stock is currently trading at $1.35. This price movement has removed approximately $245K from the company's valuation.

Data tracked by StockTitan Argus (15 min delayed). Upgrade to Silver for real-time data.

Key Figures

MOU date with Amber Premium: January 8, 2026 Kraken launch date: January 14, 2026 Supply chain initiative date: February 5, 2026 +5 more

8 metrics

MOU date with Amber Premium January 8, 2026 RWA tokenization of servers, data center assets and future orders

Kraken launch date January 14, 2026 Official launch of ValleyVerse Kraken All-Flash Cluster Storage Server

Supply chain initiative date February 5, 2026 Strategic initiative to lock in top-tier NAND and controller suppliers

Mass shipment target Q2 2026 Planned start of mass shipments for Kraken servers

MusicDog.ai LOI date February 13, 2026 Strategic partnership LOI for AI music ecosystem

Current share price $1.42 Pre-news close vs 52-week range $1.09–$43.50

Price vs 52-week high -96.74% Distance from 52-week high of $43.50

One-day move pre-news 2.9% 24-hour price change before this announcement

Market Reality Check

Price: $1.42 Vol: Volume 48,567 is well bel...

low vol

$1.42 Last Close

Volume Volume 48,567 is well below 20-day average 365,719 (relative volume 0.13). low

Technical Shares trade below 200-day MA at 3.17, after a steep drop from 52-week high 43.5.

Peers on Argus

AGMH was up 2.9% pre-news, while close peers showed mixed moves (e.g., EBON +3.9...

3 Up

AGMH was up 2.9% pre-news, while close peers showed mixed moves (e.g., EBON +3.92%, BTCT -4%, SCKT -2.78%). Momentum scanner flagged other hardware names (QMCO, TACT, OSS) to the upside, but AGMH’s news-driven AI/Web3 strategy looks more stock-specific than sector-wide.

Historical Context

5 past events · Latest: Feb 13 (Positive)

Pattern 5 events

Date	Event	Sentiment	Move	Catalyst
Feb 13	AI partnership LOI	Positive	+0.7%	Strategic LOI with MusicDog.ai for AI servers, ASICs and blockchain music.
Feb 05	AI supply chain	Positive	-12.8%	Strategic procurement to secure NAND and controllers for AI all-flash servers.
Feb 03	AI financing	Negative	-4.8%	Equity line and convertible notes to fund AI chip and server R&D.
Jan 23	Equity line ELOC	Negative	+4.9%	Closing of US$25M equity line of credit facility and warrant issuance.
Jan 20	AI infra strategy	Positive	-3.4%	Shift from blockchain to AI infrastructure and launch of Kraken storage server.

Pattern Detected

Recent AI infrastructure and financing announcements often saw weak or negative reactions, with several strategic positives met by selling pressure.

Recent Company History

Over the past month, AGMH has repeatedly highlighted an AI infrastructure build-out and related financing. On Jan 20, it detailed blockchain-to-AI infrastructure and launched the ValleyVerse Kraken server, but shares fell 3.37%. A US$25M equity line and convertible notes on Feb 3 coincided with a -4.76% move. Supply-chain upgrades on Feb 5 led to a -12.8% reaction, while the MusicDog.ai LOI on Feb 13 produced only a modest 0.73% gain. Today’s article consolidates these threads into a unified AI + Web3 ecosystem narrative.

Regulatory & Risk Context

Active S-3 Shelf · US$60,000,000

Shelf Active

Active S-3 Shelf Registration 2026-01-21

US$60,000,000 registered capacity

An effective Form F-3 shelf filed on Jan 21, 2026 allows AGMH to offer up to US$60,000,000 of Class A shares, debt, rights and units over time. As of the latest data, no usage is recorded, but this capacity, alongside existing equity line arrangements, provides flexibility to finance the AI + Web3 build-out through future securities offerings.

Market Pulse Summary

This announcement connects AGMH’s RWA tokenization plans, Kraken all-flash AI servers, and the Music...

Analysis

This announcement connects AGMH’s RWA tokenization plans, Kraken all-flash AI servers, and the MusicDog.ai partnership into a single AI + Web3 ecosystem story. It follows recent financings and supply-chain moves aimed at scaling hardware production and applications. With an effective US$60,000,000 shelf and prior equity line in place, investors may focus on how quickly mass shipments in Q2 2026 translate into revenues versus the dilution and regulatory risks flagged in recent filings.

Key Terms

real world asset (rwa) tokenization, rwa financing, blockchain technology, iops, +3 more

7 terms

real world asset (rwa) tokenization financial

"announced its comprehensive strategic layout involving Real World Asset (RWA) tokenization"

Real world asset (RWA) tokenization converts ownership of physical or financial assets—such as real estate, bonds, art, or commodities—into digital tokens recorded on a blockchain, so portions of an asset can be bought, sold, or tracked electronically. It matters to investors because tokenization can make costly or hard-to-trade assets easier to access, split into smaller shares, and settle faster, much like fractional stock ownership, though legal, custody and liquidity risks remain.

rwa financing financial

"I. RWA Financing: Partnering with Amber Premium to Activate New Asset Tokenization"

Financing backed by real-world assets means lending or investment that is secured by tangible items or income streams—like property, invoices, loans, or commodities—rather than by purely digital tokens or speculative promises. For investors, it matters because these assets act like collateral that can reduce risk and provide steady cash flow, much like renting out a house provides predictable income compared with betting on stock price swings.

blockchain technology technical

"relying on Amber Premium’s blockchain technology and digital asset infrastructure"

A blockchain is a shared digital ledger that records transactions across many computers so entries are visible to participants and hard to change. Think of it like a Google Doc that everyone can see and verify but cannot secretly edit, creating a permanent chain of time-stamped records. Investors watch blockchain because it can reduce fraud and middlemen, enable new digital assets and services, and materially affect company costs, revenue models and regulatory risk.

iops technical

"features an advanced all-flash architecture, offering ultra-high IOPS, high-speed read/write"

IOPS stands for input/output operations per second, a measure of how many read or write requests a storage system can handle each second. For investors, higher IOPS usually means faster, more reliable data access for applications and customers, which can translate into better product performance, stronger service-level guarantees, and competitive advantage for companies that sell or rely on storage and cloud infrastructure. Think of it like how many cars a bridge can pass per minute without causing a traffic jam.

asic technical

"joint development of audio-specific ASICs: Leveraging MusicDog.ai’s audio algorithm advantages"

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.

web3 technical

"build Full-Stack AI + Web3 Ecosystem"

An approach to the internet that uses decentralized technologies (like blockchains and smart contracts) to give users control over data, identity and digital assets instead of relying on a single company. For investors it matters because it enables new business models—token-based ownership, marketplaces and governance structures—but also brings higher volatility, novel revenue streams and regulatory uncertainty, so investment outcomes can be very different from traditional tech.

generative ai technical

"designed specifically for generative AI and high-performance computing"

Generative AI is a type of computer technology that can create new content, like text, images, or music, on its own. It’s important because it can produce realistic and useful material quickly, which could change how we create art, write stories, or even develop new products. Think of it as a smart robot that can invent and produce things almost like a human.

AI-generated analysis. Not financial advice.

NEW YORK, Feb. 18, 2026 (GLOBE NEWSWIRE) -- AGM Group Holdings Inc. (NASDAQ: AGMH) ("AGMH" or the "Company"), an integrated technology company focused on high-performance hardware and computing equipment assembly and sales, today officially announced its comprehensive strategic layout involving Real World Asset (RWA) tokenization, the mass production of Kraken All-Flash AI Servers, and a strategic partnership with MusicDog.ai.

The Company aims to utilize a "Cash Flow + Hardware Infrastructure + AI Smart Applications" trinity model to create a powerful flywheel effect, accelerating its transformation from an AI hardware supplier to a full-stack AI + Web3 ecosystem platform.

I. RWA Financing: Partnering with Amber Premium to Activate New Asset Tokenization Pathways
On January 8, 2026, the Company signed a Memorandum of Understanding (MOU) with Amber Premium, a leading global digital wealth management platform. Under this plan, relying on Amber Premium’s blockchain technology and digital asset infrastructure, the parties will explore the RWA tokenization of AGMH’s real-world assets, including high-performance servers, data center assets, and future orders.

II. Kraken Servers: All-Flash AI Storage Solutions Enter Mass Production & Profitability Phase
On January 14, 2026, the Company officially launched its proprietary ValleyVerse Kraken All-Flash Cluster Storage Server. Designed specifically for generative AI and high-performance computing, this product features an advanced all-flash architecture, offering ultra-high IOPS, high-speed read/write capabilities, and superior scalability.

• Supply Chain Upgrade: On February 5, the Company launched a strategic supply chain initiative, aiming to lock in top-tier global suppliers for NAND flash memory and controller chips, accelerating the R&D and mass production of the system.
• Commercial Timeline: AGMH plans to achieve mass shipments of Kraken servers in Q2 2026. Revenue will be realized through direct sales, distribution, and strategic partners.
• Synergy: The Kraken servers will serve as the core underlying assets for RWA tokenization, forming a positive cycle of "Hardware Production — Asset On-chaining — Financing Feedback."
  

III. MusicDog.ai Partnership: Computing Power Empowering the Web3 + AI Music Ecosystem
On February 13, 2026, the Company signed a Letter of Intent (LOI) for a strategic partnership with MusicDog.ai, an emerging AI-driven music creation platform. The partnership will deepen collaboration in three key directions:

1. Priority Deployment of Kraken Servers: AGMH will prioritize supplying ValleyVerse series high-performance servers and all-flash storage systems to MusicDog.ai. This will meet the high-concurrency inference and massive data needs of generative AI audio processing, significantly reducing training costs and improving generation efficiency.
2. Joint Development of Audio-Specific ASICs: Leveraging MusicDog.ai’s audio algorithm advantages, both parties will jointly develop specialized chips for audio encoding/decoding and generative AI acceleration, breaking through the energy efficiency bottlenecks of general-purpose GPUs in audio tasks.
3. Building a Web3 + AI Copyright Platform: Combining AGMH’s blockchain expertise, the parties will explore blockchain-based copyright certification, rights confirmation, and revenue-sharing mechanisms for AI-generated music, creating a transparent and efficient Web3 music ecosystem.
   

The "Closed-Loop Flywheel" for Long-Term Growth
This three-dimensional layout creates a self-reinforcing loop:

RWA financing first addresses cash flow bottlenecks, enabling the mass production of Kraken servers to realize hardware revenue. Subsequently, applications like MusicDog.ai consume computing power and generate IP, which is then tokenized via RWA to drive a new round of capital and user growth.

Quote from the CEO of AGMH:

"We are thrilled to connect RWA, Kraken servers, and MusicDog.ai into an organic whole. AGMH’s strategic vision has long extended beyond merely providing computing hardware; we aim to be the engine of AI innovation and a builder of the Web3 ecosystem. Through this three-step strategy, we will not only achieve positive cash flow and business profitability but also present global investors with a converged 'Hardware + Application + Finance' AI+Web3 full-stack ecosystem. We believe this layout will create long-term, sustainable strategic value for shareholders."

About AGMH
AGM Group Holdings Inc. (NASDAQ: AGMH) is an integrated technology company focused on the assembly and sales of high-performance hardware and computing equipment. The Company is dedicated to being a key participant and contributor to the global blockchain ecosystem. Its core business covers the R&D of blockchain-oriented Application Specific Integrated Circuit (ASIC) chips, the assembly and sales of high-end cryptocurrency mining machines, and AI infrastructure solutions. For more information, please visit: www.agmhgroup.com

About MusicDog.ai
MusicDog.ai is a cutting-edge generative AI platform focused on using Large Language Models (LLMs) and deep learning technologies for music creation and audio processing. The platform aims to lower the barrier to music production, providing creators with a full-process AI-assisted workflow from concept to finished product.

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
Website: https://agmhgroup.com/

FAQ

What does AGMH's MOU with Amber Premium mean for RWA tokenization and financing?

It means AGMH will explore tokenizing servers and data center assets to access new capital. According to the company, Amber Premium’s blockchain infrastructure will be used to test on‑chain asset financing and liquidity pathways for hardware assets.

When will AGMH begin mass shipments of Kraken All‑Flash AI servers (AGMH)?

AGMH plans to start mass shipments of Kraken servers in Q2 2026, aiming to enter production and sales. According to the company, revenue will come from direct sales, distribution channels, and strategic partners.

How does the MusicDog.ai LOI affect AGMH's hardware deployment and AI strategy?

The LOI prioritizes supplying ValleyVerse servers to MusicDog.ai to support generative audio workloads. According to the company, joint work includes audio ASIC development and building a Web3 music copyright platform.

What role will Kraken servers play in AGMH's RWA tokenization plan (AGMH)?

Kraken servers are intended to be the core assets for on‑chain tokenization, linking hardware to financing. According to the company, this enables a cycle of production, asset on‑chaining, and capital feedback.

Will the AGMH and MusicDog.ai collaboration include custom chips or ASICs?

Yes, AGMH and MusicDog.ai plan to jointly develop audio‑specific ASICs for encoding, decoding, and generative acceleration. According to the company, the goal is improved energy efficiency versus general GPUs for audio tasks.

What is AGMH's stated long‑term objective with the 'Cash Flow + Hardware + AI' model?

AGMH aims to evolve from hardware supplier to a full‑stack AI+Web3 ecosystem platform driving sustainable cash flow. According to the company, the strategy targets integrated hardware, applications, and tokenized finance to grow shareholder value.