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Titan Network has reached 4 million connected devices on its crowdsourced AI-compute network, marking a new milestone for its decentralized cloud infrastructure model. The company said its platform pools unused device capacity from private citizens and rents it to enterprises that need data, bandwidth, and edge cloud services.
According to Titan Network, the system now supports clients such as Tencent, Alibaba, Kling AI, and other large companies. The company said the model can reduce AI infrastructure costs by up to 75% compared with traditional providers. Meanwhile, Titan says it sends 80% of corporate task revenue to users who provide devices, bandwidth, and idle hardware.
Titan Network said it now has 4 million registered edge nodes worldwide, with about 1 million devices online each day. The company announced the milestone at Proof of Talk in Paris, where it appeared as a pitch competition finalist.
The network operates as a decentralized edge cloud. It connects idle consumer devices and turns them into shared internet infrastructure for enterprise clients. These services include web scraping, residential IP leasing, content delivery, proxy infrastructure, and petabyte-scale data aggregation.
Titan said its newly updated browser plugin and software application allow users to share device resources with the network. When enterprises rent those resources, Titan says 80% of protocol earnings goes to ecosystem providers.
The company presents this model as a way for private citizens to earn from devices they already own. However, the earnings depend on enterprise demand, device availability, bandwidth supply, and network participation.
Artificial intelligence companies need large computing and data infrastructure to train, deploy, and support their products. These systems require hardware, power, cooling, bandwidth, and storage. As a result, infrastructure costs have become a major business issue across the AI sector.
Titan founder and chief strategy officer Konstantin Tkachuk said in an interview that the company works with major AI firms. “We have two of the top 10 AI companies in the world using our products to realize 75% cost savings on their infrastructure,” he said.
The company said its clients include Tencent, Alibaba, and Kling AI. It also said its network has already captured about 5% of the AI data market in Asia. Titan did not provide a full breakdown of customer workloads in the supplied statement.
Meanwhile, the broader AI infrastructure market remains highly competitive. Centralized cloud providers, chipmakers, and data center operators continue to invest heavily in capacity. Titan is positioning its decentralized model as a lower-cost option for companies that need distributed data services.
Titan’s model centers on everyday internet users rather than only institutional server operators. The company said users can join the ecosystem by installing a browser plugin or dedicated software.
Once connected, their devices can support corporate tasks such as web scraping, data collection, content delivery, and proxy services. Titan said enterprises pay for these services, while users receive a share of the revenue generated from their resources.
“Titan has broken the code no one else has been to before, enabling regular people to make money from the up-and-coming AI data infrastructure industry,” Titan creative director River Davis said.
The company’s model differs from other decentralized physical infrastructure network projects. Platforms such as Aethir and Akash Network often focus on unused server or institutional computing capacity. Titan says its approach gives private citizens a direct role in AI data infrastructure.
Titan announced strategic partnerships to provide decentralized infrastructure, bandwidth, and data resources to AI companies and other large clients. According to the company, these partnerships cover AI web data collection, ethical web scraping, edge CDN, wholesale IP leasing, and related services.
Michael Arrington of Arrington Capital said the model connects everyday internet users with enterprise demand. “Data infrastructure is becoming one of the defining business opportunities of this decade, but most people have had no direct way to participate in that growth,” he said.
Titan also said its roadmap includes an autonomous AI scraping API with MCP integration. The company said the tool will help AI agents discover and access Titan’s data services directly.
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