Key Takeaways:
Ingdan has transformed from an AI hardware distributor into a vertical AI Token factory operator, securing more than $1 billion in intent orders from cloud and AI companies.
Ingdan's pivot from hardware distribution to operating a vertical AI Token factory positions the Hong Kong-listed company as an early mover in specialized AI computing, with intent orders exceeding $1 billion from major cloud and AI firms.
"We see vertical AI Token computing as a second growth engine that leverages our infrastructure relationships," the company said in a filing, adding that the revenue-sharing model aligns incentives with computing partners.
The company deploys computing infrastructure through its own clusters and third-party centers across China and overseas, targeting enterprise clients in humanoid robotics and UAVs. Ingdan provides data center build-out, cluster operations and customer referrals to partners under a Token computing power revenue-sharing model, while delivering lightweight Token computing services to downstream enterprises.
The $1 billion in non-binding intent orders signals demand for specialized AI compute, though actual revenue depends on formal contracts and market conditions. Ingdan shares rose 11.14 percent on the Hong Kong exchange, giving the company a market capitalization of HK$6.92 billion.
The Token Factory Model
Ingdan's model differs from the approach taken by major cloud providers such as Alibaba Cloud and Tencent Cloud, which build and operate their own massive GPU clusters. Instead, Ingdan acts as an intermediary — aggregating computing capacity from proprietary and third-party sources and reselling it as tokenized compute power to vertical industries. The company has planned nodes across multiple locations in China and abroad.
The model targets a gap in the AI infrastructure market: smaller enterprises in humanoid robotics and UAVs that need dedicated computing power but lack the scale to justify building their own clusters. By offering a revenue-sharing structure, Ingdan gives computing partners access to these customers without bearing the full customer acquisition cost.
Competitive Landscape and Investor Impact
The pivot comes as demand for AI computing infrastructure outstrips supply, with Nvidia's H100 and B200 GPUs remaining in short allocation across China despite export restrictions. Chinese cloud providers and AI companies have been racing to secure computing capacity, driving up costs for smaller players.
Ingdan's $1 billion in intent orders — though non-binding — suggests the intermediary model has found early traction. Clients include global tier-1 cloud service providers, embodied intelligence companies and AI model developers, according to the filing. If even a fraction converts to binding contracts, the revenue could meaningfully offset Ingdan's legacy hardware distribution business.
The company's shares trade at a market cap of HK$6.92 billion, with a technical sentiment signal of Strong Buy according to TipRanks data. Average daily trading volume stands at about 10.2 million shares. Investors will watch for conversion of the intent orders into binding agreements, which would validate the Token factory model and potentially drive further upside.
This article is for informational purposes only and does not constitute investment advice.
