The humanoid robotics sector is preparing to take stock of itself in a very public way this autumn. RoboBusiness 2026, scheduled for October 20 and 21 at the Santa Clara Convention Center in California, will host a dedicated panel titled "State of Humanoids." The session is designed to bring together technical leadership from four organizations actively working on humanoid platforms and components: Agility Robotics, Apptronik, Persona AI, and PSYONIC. The moderator will be Mike Oitzman, senior editor at The Robot Report, a trade publication covering the robotics industry.
According to the event's announced program, the panel's core focus is to examine the current state of humanoid robots through the lens of real-world deployment. This is a notable framing. Rather than a showcase of concept videos or laboratory demonstrations, the discussion is intended to center on what has actually been tried, what has worked, and what has not in operational settings. The organizers have stated that attendees will leave with a clear, practical understanding of where humanoids create value today and what it will take for the technology to scale. That phrasing — "where humanoids create value today" — is significant because it suggests the conversation will be grounded in present-day economics and use cases, not speculative futures.
The panelists themselves represent a cross-section of the humanoid ecosystem. Agility Robotics is known for its Digit humanoid, a bipedal robot that has been positioned for logistics and warehouse applications. Apptronik has developed Apollo, another full-body humanoid aimed at industrial tasks. Persona AI is working on its own humanoid platform, details of which are less widely publicized. PSYONIC, meanwhile, is notable for its focus on a robotic hand, which points to the component-level and dexterity challenges that remain central to humanoid development. The inclusion of a component maker alongside full-system integrators suggests the panel will address not just the robots themselves but the enabling technologies that determine their capability.
The "State of Humanoids" panel is not the only humanoid-related content on the RoboBusiness agenda. The event will feature a humanoid track with at least three additional sessions. One session, titled "Humanoids for Real Applications: Mastering Safety and Performance," will be led by Nikolai Ensslen, CEO of Synapticon. Another, "Advancements in Humanoid Actuation," will feature Jordan Schaeffler, strategic business development engineer at Novanta. A third, "Integrating Behavioral Science into Humanoid Design," will be presented by Ram Devarajulu, vice president and head of robotics for North America at Cambridge Consultants. These sessions, taken together, cover a broad arc: safety and performance in the field, the mechanical and electrical actuation systems that make movement possible, and the less frequently discussed question of how human behavior and psychology should inform robot design.
The event will also include a keynote titled "Lessons Learned From the First Humanoid Deployments," featuring Jim Fan, director of AI and a distinguished scientist at NVIDIA, and Pras Velagapudi, chief technology officer at Agility Robotics. Velagapudi is also listed as a participant in the "State of Humanoids" panel, which means Agility Robotics will have two senior voices at the event. The keynote's title reinforces the overall theme: the industry is moving from hype to hindsight, from promises to post-mortems.
RoboBusiness 2026 is structured around several tracks beyond humanoids. The announced program includes tracks on physical AI, enabling technologies, design and development, business, and field robotics. This broader context matters because humanoids are not being discussed in isolation; they are being positioned within a larger conversation about embodied AI, component innovation, and commercial viability.
It is worth noting that the source material contains a minor inconsistency. Some references in the provided text mention RoboBusiness 2025 with dates of October 15 and 16, while the primary search answer and the article headline reference RoboBusiness 2026 with dates of October 20 and 21. The source material itself is not fully consistent on this point. What is clear from the headline and the search answer is that the "State of Humanoids" panel is scheduled for RoboBusiness 2026 on October 20 and 21. The references to 2025 appear to be either outdated text or a separate edition of the event. This article will treat the 2026 dates as authoritative, as they are the dates attached to the panel in question, but readers should be aware that the source material contains this discrepancy.
Why it matters for European robot service
For readers of Robot Service Map, the significance of this event extends well beyond Silicon Valley. Europe has its own growing humanoid and robotics ecosystem, and the questions being asked in Santa Clara are the same questions being asked in Munich, Eindhoven, and Tallinn. The "State of Humanoids" panel is essentially a public audit of where the technology stands. For European integrators, service providers, and end users, that audit is directly relevant to procurement and investment decisions.
The emphasis on real-world deployment is particularly important for the European market. European manufacturers and logistics operators have historically been cautious adopters of robotics technology, often demanding higher proof of reliability and safety before committing capital. The panel's stated goal — to provide a practical understanding of where humanoids create value today — is exactly the kind of information that European buyers need. If the panelists are candid about failures and limitations, that candor will be more useful to European decision-makers than any promotional video.
The session on safety and performance, led by Synapticon's CEO, is directly relevant to European regulatory and operational concerns. The European Union has been actively developing regulations for AI and robotics, including the AI Act, which imposes risk-based requirements on certain autonomous systems. Humanoids, as mobile and potentially physically interactive machines, will likely fall under scrutiny. Understanding how safety is being mastered in current deployments is not an academic question; it is a compliance question. European operators who deploy humanoids will need to document safety cases, and the insights from this session could inform those efforts.
The actuation session, featuring Novanta's Jordan Schaeffler, speaks to a supply-chain concern that is acute in Europe. European robotics companies have long been dependent on components sourced from outside the region, and actuation systems — the motors, drives, and gearboxes that enable movement — are a critical dependency. If the humanoid sector is going to scale, the actuation supply chain will need to scale with it. European companies that are considering entering the humanoid market or supporting existing players need to understand the state of actuation technology, including cost, performance, and availability. The session may provide some of that picture, though it is not clear from the source material whether supply-chain specifics will be addressed.
The behavioral science session, led by Cambridge Consultants' Ram Devarajulu, is arguably the most distinctive offering on the humanoid track. Behavioral science is not a typical topic at robotics conferences, which tend to focus on hardware and software. Its inclusion suggests that the industry is beginning to grapple with the human-robot interaction problem: how should a humanoid behave in the presence of people? What are the social and psychological expectations that a humanoid must meet to be accepted in workplaces? These questions are highly relevant to European service environments, where humanoids may be deployed in settings ranging from warehouses to healthcare facilities. The answers will shape not just the robots themselves but the training, safety protocols, and operational procedures that surround them.
The keynote on lessons learned from first deployments, featuring NVIDIA's Jim Fan and Agility's Pras Velagapudi, is also relevant to Europe. NVIDIA is a dominant player in the AI compute stack that powers many modern robots, and Agility Robotics is one of the most visible humanoid companies in the world. If the keynote is candid about what went wrong in early deployments, it will provide valuable intelligence for European companies that are still in the evaluation phase. The fact that Velagapudi is participating in both the keynote and the panel suggests that Agility is willing to engage in extended public discussion of its experience, which is a positive sign for transparency.
For European robot service providers — the companies that install, maintain, and support robotic systems — the state of the humanoid market is a matter of strategic planning. If humanoids are close to commercial viability, service providers will need to develop new capabilities: new training for technicians, new spare-parts logistics, new safety inspection protocols. If humanoids are still years away from scale, service providers can afford to wait. The RoboBusiness panels will not provide a definitive answer to that timing question, but they will provide signals. The fact that the event is dedicating significant agenda space to humanoids, including a keynote and three technical sessions in addition to the panel, is itself a signal that the industry believes the topic is mature enough for serious discussion.
What buyers and operators should know
For buyers and operators considering humanoid robots, the RoboBusiness 2026 program offers a useful checklist of topics to investigate before making any commitments. The source material does not disclose specific pricing, performance specifications, or deployment timelines for any of the robots mentioned. That information is not available in the provided text, and this article will not speculate on it. What the source material does provide is a framework for due diligence.
First, the emphasis on real-world deployment should be taken seriously. Buyers should ask vendors for specific references: where has the robot been deployed, for how long, and with what outcomes? The panel's framing suggests that the industry is ready to discuss these details, which is a positive development. However, buyers should be aware that not all deployments are equal. A pilot in a controlled warehouse environment is not the same as a production deployment in a dynamic facility. The source material does not provide details on the nature of any specific deployments, so buyers will need to ask follow-up questions.
Second, the safety and performance session highlights a critical concern. Humanoids are physically powerful machines that will operate in proximity to people. Buyers need to understand the safety architecture of any humanoid they are considering: what sensors, software, and mechanical systems are in place to prevent accidents? What happens when the robot encounters an unexpected obstacle or a person behaves unpredictably? The source material does not provide specifics on safety certifications or standards compliance, so buyers should request documentation directly from vendors.
Third, the actuation session points to a practical question: how reliable are the components, and how easy are they to service? Humanoids have many moving parts, and each joint is a potential failure point. Buyers should ask about mean time between failures, maintenance intervals, and the availability of spare parts. The source material does not disclose any of these figures, and this article will not invent them. Buyers should be prepared to push vendors for concrete data on reliability and serviceability.
Fourth, the behavioral science session raises a less obvious but important question: how will the robot interact with people? A humanoid that is technically capable but socially awkward may be less effective in a workplace setting. Buyers should consider how the robot's behavior is designed — whether it is programmed to communicate clearly, to respect personal space, and to respond appropriately to human cues. The source material does not provide details on the behavioral design of any specific robot, so buyers will need to evaluate this on a case-by-case basis.
Fifth, the keynote on lessons learned from first deployments is a reminder that early adopters have already encountered problems. Buyers should seek out those early adopters and ask them directly about their experiences. The source material does not identify any specific early adopters or their outcomes, so this research will need to be conducted independently.
Finally, buyers should be aware of the broader context. RoboBusiness 2026 includes tracks on physical AI, enabling technologies, and field robotics, among others. This suggests that humanoids are being discussed as part of a larger ecosystem of robotics and AI. Buyers should consider whether a humanoid is the right form factor for their needs, or whether a mobile manipulator or a fixed robotic arm might be more cost-effective. The source material includes a reference to a related article titled "Mobile manipulators and humanoids: The future of robotics," which suggests that this comparison is an active topic of discussion in the industry. The source material does not provide the content of that article, so this article will not summarize it.
The source material also includes a reference to a report titled "Robots on Wall Street: Non-traditional paths to public markets for robotics companies," which mentions Agility's Digit robot as an example of a SPAC acquisition. This is a reminder that the humanoid sector is not just a technical endeavor; it is also a financial one. Companies in this space are raising capital, going public, and being valued on expectations of future growth. Buyers should be aware that the financial health of a vendor is a relevant consideration, as it affects the vendor's ability to support its products over the long term. The source material does not provide financial details for any of the companies mentioned, so this article will not comment on their financial status.
In summary, the RoboBusiness 2026 humanoid program is a valuable resource for anyone considering the adoption of humanoid robots. It offers a structured look at the state of the technology, with an emphasis on real-world experience, safety, actuation, and behavioral design. The source material does not disclose specific technical specifications, pricing, or deployment outcomes for any of the robots or components discussed. Buyers and operators should use the event as a starting point for their own due diligence, and they should be prepared to ask vendors for detailed evidence to support any claims made on stage.
Sources
Experts to discuss the state of humanoid robots at RoboBusiness
Published by Vigla Media OÜ (Estonia).