Manus 2.0 launches with new Cascade architecture as AI agent startup eyes $4B valuation

Manus, the AI agent platform that went from obscure Chinese startup to global contender in roughly 18 months, just dropped its biggest update yet. Manus 2.0, which launched on September 28, introduces a new technical backbone called the Cascade architecture alongside a consumer app that lets ordinary people spin up personal AI agents with their own email addresses, phone numbers, and digital wallets.

The timing is deliberate. Manus is currently raising a $500 million funding round at a target valuation of around $4 billion, and nothing says “invest in us” quite like a product launch that cuts your operating costs by nearly a third.

What Cascade actually does

The Cascade architecture is the engineering centerpiece of the 2.0 release. Based on Manus’s internal testing, the new system reduced token consumption by 23.2%, accelerated task completion times by 28.2%, and slashed operational costs by 32%.

The update also ships with an upgraded Manus Studio desktop application. But the more interesting play might be Cue, the new standalone consumer app.

Cue and the consumer agent bet

Cue represents Manus’s push beyond enterprise and developer customers into the consumer market. The app lets individuals create and deploy personal AI agents that come equipped with dedicated email addresses, phone numbers, and digital wallets.

From blocked acquisition to independence

Manus’s path to this launch has been anything but straightforward. The company was originally founded in China and burst onto the scene with its public launch in March 2025. By mid-2025, it had relocated most of its operations to Singapore, a strategic move designed to smooth its international expansion while navigating the increasingly complex relationship between Chinese tech companies and global markets.

In April 2026, the Chinese government blocked an acquisition attempt by Meta that was reportedly valued at approximately $2 billion. Manus resumed fully independent operations on September 1, 2026, less than a month before launching 2.0. The company’s leadership includes CEO and founder Xiao Hong and Chief Scientist Ji Yichao.

The revenue numbers suggest the turbulence didn’t slow growth much. Manus’s run rate climbed from roughly $90 million in August 2025 to approximately $125 million by December 2025, a roughly 39% increase in just four months.

Manus’s backer list includes Benchmark, Tencent, HSG, and ZhenFund.

The $4 billion question

The $500 million raise at a $4 billion valuation would represent a significant step up for Manus, pricing it among the more valuable AI startups globally. For context, that valuation would be roughly 32 times its December 2025 revenue run rate.