Aktoria Robotics, a Y Combinator Summer 2026 startup, is selling remote human operators for robots under the tagline "Human as API." According to its YC profile, the company says it runs a 24/7 network of trained teleoperators at a cost at least 50% below that of in-house staff.
The timing is deliberate. Robot orders are climbing, yet the machines still lean on people to step in when something goes wrong. Aktoria's YC launch text says so bluntly: "Every 'autonomous' robot you've seen this year had a human behind it. Full autonomy isn't here yet, and building an in-house teleop team is slow and expensive."
What Aktoria sells
The company's website describes three offerings. One is teleoperation software. Another is a Robot Operations Center, staffed around the clock by Aktoria's own operators in India and Mexico (the YC profile also lists the U.S. as an operator location). The third is teleop data: real robot episodes that are quality-checked and non-exclusive, according to aktoria.com.
Latency is where the claims get specific, and where they diverge a little. The YC profile cites 40 ms for cross-country teleoperation. The website offers a finer breakdown: "~5 ms local, ~130 ms India to San Francisco. Any robot." Both are company figures, and none has been independently verified.
A self-reported profile on Founderland says Aktoria has "15+ trained operators in India running robots across 4 US sites 24/7." Its YC directory listing shows a headcount of six employees and lists San Francisco as the company's location. Funding terms were not available, and Crunchbase carries no reliable detail on the company's financing.
The founders
YC names two founders, Jaskaran Singh Walia and Shreenabh Agrawal. According to YC, Agrawal previously worked at Zoox, graduated from Carnegie Mellon's robotics program and is an India PM awardee. Walia's background comes from Founderland's self-reported bio, which is not backed by filings. It says he holds a master's degree in machine learning from CMU and has done research at MIT, Cambridge and Microsoft Research.
The company's YC job postings hint at where it wants to go. One is for a Robot Learning Researcher focused on vision-language-action (VLA) and foundation models, listed at $450,000 to $600,000 with 1% to 2% equity. Aktoria is also hiring in India for operations, marketing and data infrastructure.
Why the data matters
Aktoria's samples site lists teleoperation datasets in MCAP format, which is compatible with ROS 2, the open-source robotics framework. They include joint and gripper data at 50 Hz and three RGB cameras with aligned depth. The listed hardware covers Franka Research 3, UR5e, xArm and Kinova Gen3 arms, along with humanoids such as Unitree's G1 and H1-2, Fourier's GR-2 and AgiBot's A2.
Others are circling the same idea. Formant markets an "Egocentric Data Engine" that captures interventions, the moments when a human takes over. Two other YC S26 companies, Cortex AI and Intelligence Factory, work on egocentric data and human motion retargeting.
Demand, and a precedent from the road
Buying is picking up. The Association for Advancing Automation (A3) said North American companies ordered 10,989 robots worth $723.5 million in the third quarter of 2026, up 24.8% in units and 26.1% in value from a year earlier. Collaborative robots, or cobots, reached 1,831 units, a 56% increase.
"What stands out in the third quarter is not simply the magnitude of the growth, but how broadly it was distributed across the market," Alex Shikany, an executive vice president at A3, said in the group's Oct. 28 release.
Gartner has predicted that half of new warehouses in developed markets will be "human-optional" by 2030. On Oct. 29, Symbotic announced an expanded Walmart agreement covering 25 U.S. regional distribution centers, and an 8-K filing noted roughly $6 billion in additional spending commitments.
Remote human help is already routine in autonomous vehicles, though with limits. Waymo's Fleet Response program lets a vehicle's automated driver contact a human agent, and TÜV SÜD audited the program, according to Waymo's November 2025 blog. Ryan McNamara, Waymo's vice president and head of operations, told Wired that such agents "provide advice and support" but "do not directly control" the vehicles. TechCrunch reported in March 2026 that Waymo's latency is about 150 ms in the U.S. and about 250 ms overseas.
A crowded field
Aktoria is not walking into empty territory. Formant sells human-in-the-loop teleoperation, built on WebRTC, as part of fleet operations. FORT Robotics acquired Mapless AI on May 27 to add remote supervision. Serve Robotics bought assets of Phantom Auto and Voysys in September 2025 and cited roughly 50 ms glass-to-glass latency on its teleop video. Phantom Auto had halted operations in 2023, according to Forkliftaction and Inside Logistics.
The longer-term threat may come from the foundation-model companies. Skild AI raised $1.4 billion in a Series C on Jan. 14 at a valuation above $14 billion, TechCrunch reported. TechCrunch also reported in March that Physical Intelligence was in talks to raise more than $1 billion.
What to watch
Regulation could shape the market, though how is unclear. OSHA has no robotics-specific standards, according to its robotics overview. The EU AI Act treats robotics safety components as high-risk, with staged compliance running through 2027 and 2028. Nothing in the available material explains how those rules would apply to remote operators.
As of early November 2026, we found no public customer names on Aktoria's YC profile, website or Crunchbase page. Its hiring plan, which includes a researcher paid $450,000 or more and a data infrastructure engineer, suggests the company sees teleop data, and not just operator hours, as the larger business over time.
