AI Startups

AI Startups to Watch (Sep 12): Cohere, XDOF & Kinetix

AI startups to watch on Sep 12, 2026: Cohere nears a $20B round, XDOF's robot data bet, and Kinetix's $70M humanoid push in China.

Daniyal

· 5 min read
Editorial illustration of rising light beams forming a chart over a dark cityscape in teal and orange

The AI startups to watch today are raising at valuations that would have looked absurd eighteen months ago, and the money is moving away from chatbots and toward infrastructure that is hard to copy. Cohere is in advanced talks for the largest round ever by a private Canadian company. XDOF is collecting the physical-world data that robot foundation models cannot be trained without. In China and Korea, two much smaller rounds are quietly defining who supplies the hands and the walking bodies. Source: Reuters

Startup Snapshot

Startup What They Do Latest Round Valuation Key Differentiator
Cohere Enterprise LLMs for regulated industries $2B to $3B in talks $20B Sovereign AI deals with Canada and Germany
XDOF Robot training data collection Series B in talks $1.2B Open-sourced manipulation datasets
Kinetix AI Humanoid robot hardware and service platform RMB 500M angel-plus Not disclosed 115 degrees of freedom, tactile skin
AIDIN Robotics Tactile sensing and robot hands KRW 16B from HD Hyundai Not disclosed Touch sensing as the bottleneck for manipulation

Cohere: the sovereign AI play nobody else wanted to make

Cohere Inc. is a Toronto-based artificial intelligence company that builds large language models for enterprise and government customers rather than consumers. It was founded in 2019 by Aidan Gomez, Ivan Zhang and Nick Frosst, and its pitch has always been the opposite of OpenAI's: private deployments, data residency, and models tuned for regulated industries.

The Globe and Mail reported on September 11 that Cohere is in advanced talks to raise between $2 billion and $3 billion at a $20 billion valuation. The deal would rank as the largest on record by a private Canadian startup and would value Cohere at roughly three times its previous mark of about $7 billion. Source: The Globe and Mail

The investor list is the interesting part. The Canadian government is expected to participate, and the German government is in talks to join, according to people familiar with the matter. That turns the round into a sovereign AI story rather than a venture story: governments that do not want their public sector workloads running on US infrastructure are paying for a domestic alternative.

Who does this hurt? Every enterprise LLM vendor selling into Europe. If Germany places public-sector workloads with Cohere, the addressable market for a US hyperscaler in that segment shrinks. It also strengthens the argument that model capability is commoditizing and the durable business is compliance plus locality.

XDOF: selling the data robots cannot fake

XDOF is a robotics data company founded in October 2024 that collects physical manipulation data to train robot foundation models. It raised a $70 million Series A from Thrive Capital, Spark Capital, Andreessen Horowitz, Lux Capital and WndrCo, and is now in late-stage talks for a Series B at about a $1.2 billion valuation led by 8VC. The company is nearing $50 million in annualized revenue while still in its first two years of operation. Source: TechCrunch

The differentiator is a dataset called ABC, built with UC Berkeley's AI Research lab, which XDOF describes as the largest collection of high-quality robot training data assembled to date. Data is the bottleneck in embodied AI: language models could scrape the internet, but nobody can scrape the physical world. Somebody has to pay humans to pick up objects while wearing sensors.

That is a less glamorous business than building a humanoid, and a more defensible one. Every humanoid company, including the ones with billion-dollar valuations, becomes a potential customer, and a dataset has no competitor until someone replicates the collection pipeline.

Kinetix AI: a former Huawei executive bets on service robots

Kinetix AI is a Shenzhen-based humanoid robotics company that recently closed an angel-plus round exceeding 500 million yuan, roughly $70 million. Its flagship product, KAI, is a full-sized service humanoid with 115 degrees of freedom, tactile skin and dexterous hands, with a production target of late 2026. A second platform, KaiBot, stands about 1.73 meters and targets household assistance and commercial service work. Source: Gasgoo

Kinetix competes directly with Unitree, Agibot and the wave of Chinese humanoid makers that have compressed hardware costs faster than Western labs expected. The bet here is not on intelligence but on deployment: service robots that do repetitive commercial work, sold at a price that makes the payback period short. The differentiator is the tactile skin, which matters for anything that has to grip an object it has not seen before.

AIDIN Robotics: the picks-and-shovels round

AIDIN Robotics is a Korean company building tactile sensors and dexterous robot hands, the component layer that every humanoid manufacturer needs and few can build well. HD Hyundai Robotics invested about $9.4 million, roughly KRW 16 billion, to develop humanoid hands with the company. Source: Robotico

The strategic logic is straightforward. Hyundai wants humanoid hands it controls the supply of, and AIDIN wants a manufacturing partner with the credibility to sell into industrial buyers. Manipulation is the hardest unsolved problem in robotics, and the companies that solve the sensor layer will capture value whether or not the humanoid form factor wins.

Why this week mattered

Three of these four rounds are not about intelligence at all. They are about data, hands and sovereign hosting, which is the clearest sign yet that the market believes model quality is converging. When capability stops being the moat, the moat becomes the boring part of the stack.

For the prior cohort, see AI Startups to Watch (Sep 11): Positron, Cognition & Fluidstack, and browse the running series on the AI Startups tag page.

Frequently Asked Questions

What are the top AI startups to watch today?

Cohere, XDOF, Kinetix AI and AIDIN Robotics are the AI startups to watch on September 12, 2026. Cohere is in talks for $2 billion to $3 billion at a $20 billion valuation, XDOF is raising a Series B at $1.2 billion, and the other two are building humanoid hands and bodies.

Why is Cohere's $20 billion valuation significant?

It would be the largest funding round ever by a private Canadian startup and roughly triples Cohere's previous valuation. The round is expected to include the Canadian government, with Germany in talks to join, which makes it a sovereign AI deal rather than a conventional venture round. Cohere sells private enterprise and government deployments.

What does XDOF actually sell?

XDOF sells physical manipulation data used to train robot foundation models. Founded in October 2024, it collects human demonstrations of real-world tasks and packages them as datasets, including ABC with UC Berkeley. It is nearing $50 million in annualized revenue and is raising at about a $1.2 billion valuation.

Deeper context from the archive on the companies and technologies in this story:

Building an AI agent, automation, or backend workflow? AsaanKaroobar builds custom AI solutions, apps, and digital experiences. Get in touch →

More on AI Startups

Browse every AI Startups story →