NeuroWatt Taps DeFi to Unlock Capital for the AI Hardware Boom

SINGAPORE – March 30, 2026 – By Stephanie Lewis

In a significant move bridging the worlds of artificial intelligence and decentralized finance (DeFi), Singapore-based startup NeuroWatt has been selected for the prestigious XDC Enterprise RWA Accelerator. The selection of its core protocol, AIWATT, into the program—a joint initiative by Silicon Valley innovation platform Plug and Play and the enterprise-grade XDC Network—signals a pivotal effort to solve one of the biggest bottlenecks in the AI revolution: financing the hardware that powers it.

NeuroWatt is pioneering a solution to turn high-performance AI hardware, such as GPU servers and robotics, into liquid, tradable digital assets. This process, known as Real-World Asset (RWA) tokenization, could unlock billions in capital and create a new financial layer for the rapidly expanding AI economy.

The Trillion-Dollar Bottleneck in AI's Growth

The global race for AI supremacy has ignited an insatiable demand for powerful computing hardware. As companies and nations invest heavily in AI compute and automated systems, the need to finance these capital-intensive assets has skyrocketed. However, the physical infrastructure behind the AI boom—from sprawling data centers to specialized GPU servers—presents a unique challenge for traditional lenders.

Financial institutions have historically struggled to accurately value and underwrite these high-tech, rapidly depreciating assets. This difficulty contributes to what industry analysts identify as a persistent $2.5 trillion global trade finance gap, a deficit that disproportionately impacts the ability of companies, particularly small and medium-sized enterprises, to acquire the critical hardware needed for innovation. This financial friction acts as a brake on the very industry that promises to accelerate global productivity.

NeuroWatt aims to dismantle this barrier by building a financial system specifically designed for the AI era. By creating a transparent and efficient way to price and trade AI hardware assets, the company believes it can bring much-needed liquidity to a market that has, until now, been largely illiquid and opaque.

A New Financial Layer for the AI Economy

At the core of NeuroWatt's strategy is the AIWATT protocol. This DeFi protocol utilizes a proprietary AI-powered valuation model combined with blockchain technology to convert physical AI infrastructure into high-liquidity digital tokens. Each token represents a fractional ownership or a claim on the economic output of a real-world piece of hardware, allowing these assets to be traded on a global scale with unprecedented efficiency.

This innovation is designed to significantly improve capital efficiency across the hardware supply chain and lower the entry barrier for financing. The AIWATT protocol is set to be deeply integrated with NeuroWatt's existing GPU cloud computing platforms and modular data centers, creating a vertically integrated "AI Infrastructure Stack" that spans from physical hardware to digital financial markets.

"AI infrastructure is rapidly becoming one of the most critical capital markets globally," said Peter Lu, CEO of NeuroWatt, in the company's announcement. "Through RWA technology, we are enabling AI hardware to be financed and traded more effectively, laying the financial foundation for the future AI economy."

Riding the Wave of Real-World Asset Tokenization

NeuroWatt's initiative is not happening in a vacuum. It taps directly into the explosive growth of the RWA tokenization market. This sector, which involves placing real-world assets like real estate, private credit, and now, AI hardware, onto the blockchain, is seen by many as the next frontier for DeFi and a crucial bridge to institutional capital.

The on-chain RWA market has already swelled from just a few billion dollars in 2022 to well over the $25 billion milestone mentioned in NeuroWatt's announcement, with some market analytics platforms like RWA.xyz tracking the value at over $35 billion by late 2025. Projections for the sector are even more ambitious, with some forecasts suggesting the market could reach trillions of dollars by the end of the decade as regulatory clarity improves and institutional adoption accelerates.

By carving out a niche in AI infrastructure—a sector with clear, tangible value and immense growth potential—NeuroWatt is positioning itself at the intersection of two of technology's most powerful trends: artificial intelligence and blockchain-based finance.

Strategic Validation from Industry Leaders

The selection into the XDC Enterprise RWA Accelerator provides NeuroWatt with more than just funding or mentorship; it offers a powerful vote of confidence from established industry leaders. Plug and Play is a globally recognized platform that has helped launch and scale thousands of startups, connecting them with a vast network of corporate partners and investors. The XDC Network provides a robust, enterprise-focused blockchain designed for the very type of RWA applications NeuroWatt is building.

The accelerator program has a proven track record, with multiple successful cohorts since its launch in early 2025. Participants gain invaluable access to technical support, legal guidance, and strategic partnerships, significantly de-risking their path to market. For NeuroWatt, this collaboration is a critical step in advancing its vision for AI-powered supply chain finance and compute resource markets on a global stage.

Charting a Course for Global Expansion

With the successful launch of the AIWATT protocol's testnet, NeuroWatt is now looking ahead. The company plans to initiate an $8 million seed funding round within the next six to twelve months. This capital will be used to support its continued global expansion and the widespread deployment of its technology.

The timing is advantageous. Venture capital has been pouring into the AI sector, with a particular focus on the foundational infrastructure that enables AI development. In the first quarter of 2025 alone, AI-related startups attracted nearly $60 billion in global funding, signaling strong investor appetite for companies building the essential tools of the AI age. Led by CEO Peter Lu, whose background combines expertise in FinTech and AI-driven quantitative systems, NeuroWatt appears well-positioned to attract the capital needed to execute its ambitious vision of financing the future of artificial intelligence.