What Is Mecka And Who Backed Its Series B?
Mecka announced a $60 million Series B investment round on October 7, 2026 led by Sequoia Capital. The round included participation from NVIDIA, M12 (Microsoft's Venture Fund), Qualcomm Ventures, and Samsung, alongside continued support from Kindred, Framework Ventures, and Neo. Individual angel investors named in the announcement include Tony Xu (founder and chief executive officer of DoorDash), Frank Slootman (former CEO of ServiceNow and Snowflake), and Milan Kovac (former head of Optimus at Tesla).
The company describes its business as the data and deployment layer for physical AI. It focuses on creating data, model-testing tools, and deployment infrastructure so robots and embodied AI models can learn from human physical activity. Mecka serves robotics laboratories, frontier model teams, and commercial enterprises deploying physical systems. Teams access these resources through dataset access, custom task-specific collection projects, model testing, or broader data programs arranged directly with the company.
We have not tested or ordered this product; every product fact on this page is the maker's own page. Mecka says it will use the Series B money to scale its data infrastructure, deepen its internal research lab, and build out commercial robot deployment. Prospective enterprise buyers researching hardware alternatives can browse our humanoid robots for business guide.
Robot Learning Data Operations
Mecka captures robot training data by designing and manufacturing its own multi-sensor capture hardware. It operates global production capture fleets that record human demonstration inside homes and commercial workspaces. An internal research laboratory develops computer vision and multimodal models addressing motion tracking, three-dimensional reconstruction, and sensor alignment. Mecka says it reaches sub-centimeter hand-pose accuracy on in-the-wild capture data.
The published software lineup includes three products. A Mobile App for data capture is published as available on Apple iOS. A web interface called Data Tools lets users browse, visualize, and query datasets, run inference application programming interfaces (APIs), and examine the Egoverse dataset. An Enterprise offering is listed for workflow testing and deployment support.
Mecka has not published its dataset size or customer pricing for these tools at the time of writing. Organizations seeking access must contact the company directly to scope data programs or purchase commissioned collection. Teams tracking provider profiles across the robotics industry can review our robotics companies directory.
Egoverse Dataset Research Foundation
Egoverse is Mecka's large-scale human interaction dataset built from first-person activity across physical tasks, spaces, and environments. The initiative is detailed in an April 2026 arXiv paper titled Egoverse: an ecosystem for robot learning from egocentric data. The paper documents a human-to-robot transfer study replicated across multiple research laboratories, tasks, and robot models.
The academic study was conducted with researchers from Georgia Tech, Stanford University, UC San Diego, ETH Zürich, the Massachusetts Institute of Technology (MIT), and Meta. Mecka's Data Tools web interface is listed as a place to view Egoverse.
Mecka does not publish the size of the Egoverse dataset on its public website at the time of writing.
Robotics System Integrator Business Model
Mecka explicitly states that it does not manufacture robot hardware. On its FAQ, Mecka says it does not build robots and calls itself the integrator. Mecka says it plugs into the hardware, model and commercial ecosystems and owns the data and integration layer between them.
Under this integration structure, Mecka captures training data on site on site and post-trains models on that collected data. Mecka says it brings the hardware, data capture, post-training, integration and ongoing operations to a deployment.
The company has not published the number of robots deployed or any customer by name. Organizations considering a deployment must contact Mecka to scope it.
Funding Round Revenue Claims
Mecka states that it supplies several top frontier robotics laboratories and multiple Mag 7 companies, though it names no client companies. In its Series B news release, Mecka says it passed $100 million in run-rate revenue in June 2026 within a few months of operations. The company also projects reaching a $300 million revenue run rate by the end of 2026.
These revenue and run-rate numbers are Mecka's own statements, and Mecka has not published audit details for them. Mecka has not published its valuation, or total employee headcount. The corporate announcement notes that the company is hiring across research, hardware and operations.
Mecka publishes no price list for its data or deployment work, so buyers have to contact the company to scope it.
Published Facts Table
Mecka sells data and deployment services to labs, model teams and enterprises, not products a household can buy. Mecka has not published prices, named customers, headcount or a valuation at the time of writing.
Mecka's revenue and customer statements are its own claims; the table below lists what the company publishes.
| Fact | Mecka | Source |
|---|---|---|
| Primary business | Data and deployment layer for physical AI | Mecka official website |
| Robot manufacturing | Does not build robots; acts as an integrator | Mecka FAQ |
| Series B round | $60 million announced October 7, 2026 | Mecka Series B announcement |
| Lead investor | Sequoia Capital | Mecka Series B announcement |
| Strategic corporate investors | NVIDIA, M12 (Microsoft), Qualcomm Ventures, Samsung | Mecka Series B announcement |
| Research dataset | Egoverse (arXiv paper published April 2026) | Mecka Series B announcement |
| Claimed run-rate revenue | Passed $100M in June 2026; projects $300M by end of year | Mecka Series B announcement |
| Published pricing | Not published; enterprise scoping required | Mecka official website |
Bottom Line
Mecka says it serves robotics labs, frontier model teams and enterprises. Price, named customers and dataset size are not published, so verify details on Mecka's page.
See our humanoid robots for business guide.
FAQs
What does Mecka do?
Mecka builds data, evaluation, and deployment infrastructure for robots and embodied AI systems. The company manufactures proprietary multi-sensor capture hardware, deploys capture fleets to record human physical activity in homes and businesses, develops multimodal machine learning models, and works as an integrator to post-train and operate commercial robots on site.
Does Mecka build robots?
Mecka does not build robots. According to its published FAQ, Mecka operates as an integrator that connects to existing the hardware, model and commercial ecosystems. It handles the data collection, post-training, and systems integration layers rather than building robots.
Who invested in Mecka's Series B?
Mecka's $60 million Series B was led by Sequoia Capital, with participation from NVIDIA, M12 (Microsoft's Venture Fund), Qualcomm Ventures, and Samsung. Returning investors include Kindred, Framework Ventures, and Neo. Individual angel investors include DoorDash founder Tony Xu, former ServiceNow and Snowflake CEO Frank Slootman, and former Tesla Optimus lead Milan Kovac.
What is Egoverse?
Egoverse is Mecka's large-scale human interaction dataset captured from first-person activity across diverse tasks, spaces, and environments. Documented in an April 2026 arXiv paper, it represents a human-to-robot transfer study conducted alongside researchers at Stanford, Georgia Tech, UC San Diego, ETH Zürich, MIT, and Meta.
Can I buy anything from Mecka for my home?
No. Mecka sells nothing that a household or individual consumer can buy. Mecka serves robotics labs, frontier model teams, and enterprises deploying embodied systems.