AGM Group Holdings Inc. 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. 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. 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 second quarter 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." On February 13, 2026, the Company signing a Letter of Intent (LOI) for a strategic partnership with MusicDog., an emerging AI-driven music creation platform. The partnership will deepen collaboration in three key directions: 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. 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. 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.
