ExplainersHumanoid robots
Humanoid robots
The largest cohort and the broadest reader-intent surface. Where the 5-tier availability framework meets the verified-vs-claimed capability bar.
46 explainers
The humanoid robot cohort is where the verified-vs-claimed framework does the most editorial work. Outside the four established platforms with documented commercial-deployment anchors (Figure 02 at BMW Spartanburg's 30,000 vehicles; Apptronik Apollo across Mercedes + GXO + Jabil; Agility Digit at GXO Flowery Branch's 100,000-tote scaled-throughput; 1X NEO at consumer-shipping state with explicit teleoperation disclosure), the rest of the cohort operates at announcement-and-pilot tier where marketing demo reels do not translate to shipped capability without primary-source verification.
The framework reads humanoid manufacturers across three axes: availability tier (consumer-available vs research-tools vs enterprise-deployed vs consumer-promised vs engineering-credibility per the five-tier framework); verification posture (verified shipped capability vs forward-target claimed price); and operational disclosure depth (1X NEO's Expert Mode teleop framing sets the bar; cohort members whose autonomy claims do not include comparable disclosure carry cap-flag tier on capability questions).
Reader-intent on this cluster converges from multiple directions. Consumers ask "what's the cheapest humanoid robot" or "best humanoid robot to buy" expecting a single ranking; the framework requires defining the buyer first (research developer, enterprise procurement, consumer home). Investors ask "best humanoid manufacturer to invest in" expecting picks; DEPLOY is not an investment advisor and surfaces verification posture instead. Geographic queries ask "is Figure a Chinese company" or "American vs Chinese humanoid makers" where the cohort splits across five-plus countries with structurally distinct commercial theses.
Sub-cohort architecture treatment now operates editorially at 38-anchor depth. The consumer-vs-industrial humanoid sub-cohort umbrella anchors the canonical worked example of sub-cohort treatment within humanoid form_factor, paralleling biometric ring sub-cohort + glucose-cell AI-substance gradient + surgical orthopedic sub-cohort triangle. Chinese humanoid sub-cohort treatment editorially complete via Wave 7a: XPENG Iron automotive-OEM crossover archetype (parallel Tesla Optimus play) + EngineAI SE01 smaller-maker archetype + AgiBot multi-product archetype (Yuanzheng A2 + Lingxi X2) + Unitree broadest-product-lineup archetype (G1 + R1 + H1 + H2) + Unitree H2 cross-archetype intersection (Chinese × consumer; only verified entry at actually-purchasable $29,900). The autonomous-vs-teleoperation/choreography distinction is applied consistently across the Chinese humanoid sub-cohort regardless of maker-scale + parent-structure + product-portfolio + consumer-purchasability axes; verification posture honesty operates uniformly.
Verified pricing across the humanoid cohort is documented at deploy.report/humanoids on the consumer surface, with per-entity pricing pages for Tesla Optimus, Boston Dynamics Atlas, Unitree G1 + R1 + H1, Fourier GR-3, Sanctuary Phoenix, Mentee Robotics MenteeBot, UBTech Walker S2, AgiBot Yuanzheng A2, PAL TALOS, and the broader cohort. Agent B's planned humanoid /price Wave 6 expansion targets Chinese sub-cohort anchors (XPENG Iron + EngineAI SE01 + AgiBot + Unitree H2); coordinates with the editorial Wave 7a ship. Canonical institutional depth lives at the registry's humanoids category.
For the framework canonical reference + canonical worked examples demonstrating the discipline operationally, see how DEPLOY verifies. For the canonical category umbrella that includes humanoid robots alongside the other physical AI cohorts, see what is physical AI.
For methodology pillar canonical references applicable to the humanoid cohort: the 4-way autonomy-boundary taxonomy (canonical worked examples include 1X NEO operator-supervised + Tesla Optimus teleoperated demonstrations + Apptronik Apollo industrial-AI-augmented); captive vs third-party brain providers (humanoid brain-provider integration gradient); verified-vs-claimed at within-entity granularity (humanoid capability claims at within-entity feature depth); the 9-tier source-quality rubric (cross-cohort source-quality classification).
Adjacent clusters
- Tesla: Optimus, Cybercab & Robotaxi: Tesla Optimus sits at the consumer-promised tier of the humanoid cohort; the Tesla cluster carries the broader Optimus + Cybercab + Robotaxi product-disambiguation surface.
- Brain providers & foundation models: Foundation-model integration is the infrastructure tier; humanoid platforms increasingly rely on brain-provider partnerships for embodied control.
- Industrial robotics: Adjacent industrial autonomy (AMRs, construction, agricultural) operates distinct customer-vertical positioning from humanoid embodiment; the humanoid-vs-industrial-robot-difference explainer is the bridge.
Featured
Is 1X NEO autonomous, or is it controlled by humans?
1X Technologies has explicitly disclosed that NEO relies on remote human teleoperators for complex household tasks during the consumer rollout phase. NEO is a teleop-bridged humanoid, not a fully autonomous one. 1X frames the teleoperation as the deliberate strategic path to consumer scale, not a stop-gap.
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What is Apptronik Apollo and how does it compare to other humanoids?
Apptronik Apollo is a bipedal humanoid robot from Apptronik, a US humanoid maker based in Austin, Texas with NASA Valkyrie research heritage. Apollo is deployed in enterprise pilots across three Fortune-500 customers (Mercedes-Benz, GXO Logistics, Jabil) and represents the enterprise-breadth strategy in the humanoid commercial deployment landscape.
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What is UBTech Walker S2 and is UBTech a real humanoid company?
UBTech Robotics is a publicly-traded Chinese humanoid manufacturer headquartered in Shenzhen, listed on the Hong Kong Stock Exchange. The Walker S2 is the company's industrial-focused humanoid platform deployed in factory pilots with BYD, Geely, Foxconn, and other manufacturing customers. UBTech is real, with verified commercial pilots; the company distinguishes itself from the US private humanoid cohort by being publicly listed with disclosed financial state.
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What is Unitree H2?
Unitree H2 is the most recent humanoid product within Unitree Robotics' broadest-Chinese-product-lineup; new per Agent A registry ingest as 6th genuine net-new this session. CRITICAL DISTINCTIVE POSITIONING: H2 is the ONLY verified Chinese humanoid sub-cohort entry with actually-purchasable consumer pricing at $29,900 (distinctive within the entire Chinese sub-cohort which otherwise skews industrial-research-leaning per the consumer-vs-industrial humanoid sub-cohort architecture). Anchors the cross-archetype intersection: Chinese geographic sub-cohort × consumer archetype = Unitree H2 is the only verified entry at the intersection. CRITICAL CAP-FLAG: H2 consumer-purchasability does NOT equal autonomous deployment; public demonstrations are demonstration/teleoperation/choreography per consistent Chinese sub-cohort discipline; the consumer-purchasability + autonomous-deployment axes are structurally distinct. Cohort positioning: cross-archetype intersection (Chinese × consumer) within the humanoid cluster.
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Sub-cohort · 1 explainer
Tesla
Tesla Optimus's primary surface is the Tesla cluster. This section carries cross-maker comparisons that lead with Optimus.
Sub-cohort · 5 explainers
Figure
Figure ships Figure 02 at BMW Spartanburg and Figure 03 at Catalyst Brands Reno. Both deployments are verified at the customer of record. The 03 vs 02 distinction matters: Spartanburg is 02; Reno is 03. Aggregator coverage has conflated the two.
What is Figure 03?
Figure 03 is the third-generation humanoid robot from Figure AI, a US humanoid manufacturer based in Sunnyvale, California. The robot stands 173 cm (about 5'8"), weighs 61 kg, and is currently in active pilot deployment at a Catalyst Brands distribution logistics center. It is not available for consumer purchase as of mid-2026.
Is Figure AI a Chinese company?
No. Figure AI is a US company headquartered in Sunnyvale, California, founded in 2022 by American entrepreneur Brett Adcock. The confusion likely reflects the substantial Chinese humanoid-manufacturer presence in the broader category (Unitree, AgiBot, UBTech), but Figure AI is American.
What does Figure's BMW Spartanburg humanoid deployment actually look like?
The Figure 02 humanoid robot has operated in production at BMW Group's Spartanburg, South Carolina plant since August 2024, contributing to the assembly of more than 30,000 BMW X3 vehicles over an 11-month deployment that accumulated 1,250 hours of runtime handling more than 90,000 parts in chassis-assembly tasks. The deployment is the canonical commercial humanoid manufacturing reference for the cohort, with end-product OEM acceptance verification distinguishing it from peer humanoid deployments. BMW Group has announced expansion to its Plant Leipzig facility as the second humanoid production site. Figure's current-generation Figure 03 is deployed at Catalyst Brands Reno, not at BMW; BMW Spartanburg remains the Figure 02 deployment anchor as of mid-2026.
What is Figure's Catalyst Brands Reno humanoid deployment?
The Figure 03 humanoid is deployed at Catalyst Brands' Reno, Nevada distribution logistics center in a pilot operation that represents Figure AI's verified non-manufacturing deployment context. Catalyst Brands is the corporate parent of Forever 21, Brooks Brothers, Aeropostale, Lucky Brand, Nautica, and other retail brands under the SPARC Group restructuring. The Reno deployment is Figure's logistics-and-distribution operational reference, complementing the Figure 02 BMW Spartanburg manufacturing reference and demonstrating Figure's dual-vertical commercial strategy across two structurally distinct deployment contexts.
How did DEPLOY correct the Figure 03 BMW deployment narrative?
Aggregator coverage frequently frames the deployment narrative as 'Figure 03 deployed at BMW Plant Spartanburg + Leipzig.' Per primary-source verification: the BMW Spartanburg deployment was Figure 02 (the previous-generation humanoid; completed 30,000 BMW X3 vehicles + 1,250 hours runtime over 11-month deployment from August 2024). BMW Leipzig went to Hexagon AEON, NOT Figure. The current-generation Figure 03 is deployed at Catalyst Brands Reno Distribution Logistics Center per Figure's May 2026 partnership announcement. The aggregator framing collapses three distinct facts (Figure 02 at Spartanburg; Hexagon AEON at Leipzig; Figure 03 at Catalyst Brands Reno) into one wrong claim attributing both BMW deployments to Figure 03. Per [DEPLOY's framework discipline](/explainers/how-deploy-verifies), audit-first verification + aggregator-drift rejection produced the corrected attribution. This piece documents the catch as framework-in-action worked example: deployment-attribution discipline + generation-distinction discipline + cross-customer-conflation rejection operating at editorial-anchor depth.
Sub-cohort · 2 explainers
Apptronik
Apptronik ships Apollo across Mercedes-Benz, GXO, and Jabil enterprise pilots. Apollo's contract manufacturer is Jabil; not Foxconn. Foxconn's humanoid relationship is with NVIDIA at the brain-provider tier, a separate arrangement. Per-deployment throughput data is cap-flagged pending evidence.
What is Apptronik Apollo and how does it compare to other humanoids?
Apptronik Apollo is a bipedal humanoid robot from Apptronik, a US humanoid maker based in Austin, Texas with NASA Valkyrie research heritage. Apollo is deployed in enterprise pilots across three Fortune-500 customers (Mercedes-Benz, GXO Logistics, Jabil) and represents the enterprise-breadth strategy in the humanoid commercial deployment landscape.
What is the Apptronik Apollo deployment at Mercedes-Benz?
Apptronik's Apollo humanoid is deployed at Mercedes-Benz's Berlin-Marienfelde manufacturing facility in a pilot operation that represents Apollo's premium-segment automotive verification reference. The Mercedes-Benz partnership is one of three Apptronik enterprise customer relationships (alongside GXO Logistics and Jabil) that together establish Apollo's three-customer enterprise-deployment breadth strategy, structurally distinct from Figure AI's dual-vertical positioning and Agility's single-vertical depth specialization.
Sub-cohort · 3 explainers
Unitree
Unitree ships the broadest humanoid product lineup at consumer-purchasable pricing. G1 at roughly $16,000 and R1 at roughly $5,900 are listed on Unitree's catalog and shipped to research and developer customers.
How much do the Unitree G1 and R1 humanoid robots cost?
Unitree's G1 humanoid robot starts at roughly $13,500 to $16,000 for a base research-grade configuration, with more advanced versions running higher. The smaller R1 starts at $5,900 for an entry consumer and developer configuration. Both are made by Unitree Robotics, a Chinese manufacturer based in Hangzhou, and represent the most aggressively priced humanoid platforms commercially available in 2026.
What is Unitree?
Unitree (Unitree Robotics) is the established Chinese humanoid-robotics maker operating the broadest Chinese sub-cohort product lineup: G1 + R1 + H1 + H2. Per Agent A humanoid registry audit: pure-humanoid-maker archetype with broadest Chinese product lineup distinguishing it from single-product entries (XPENG Iron + EngineAI SE01) and from smaller multi-product entries (AgiBot Yuanzheng A2 + Lingxi X2). Within-maker product variance covers complementary deployment positioning. [Unitree H2](/explainers/what-is-unitree-h2) is distinctive within the entire Chinese humanoid sub-cohort for actually-purchasable consumer pricing ($29,900); rare in the Chinese sub-cohort which otherwise skews industrial-research-leaning. CRITICAL CAP-FLAG against aggregator-drift framing as 'autonomous' or 'shipping at scale': verification posture across the product lineup is overwhelmingly demonstration/teleoperation per consistent Chinese sub-cohort discipline.
What is Unitree H2?
Unitree H2 is the most recent humanoid product within Unitree Robotics' broadest-Chinese-product-lineup; new per Agent A registry ingest as 6th genuine net-new this session. CRITICAL DISTINCTIVE POSITIONING: H2 is the ONLY verified Chinese humanoid sub-cohort entry with actually-purchasable consumer pricing at $29,900 (distinctive within the entire Chinese sub-cohort which otherwise skews industrial-research-leaning per the consumer-vs-industrial humanoid sub-cohort architecture). Anchors the cross-archetype intersection: Chinese geographic sub-cohort × consumer archetype = Unitree H2 is the only verified entry at the intersection. CRITICAL CAP-FLAG: H2 consumer-purchasability does NOT equal autonomous deployment; public demonstrations are demonstration/teleoperation/choreography per consistent Chinese sub-cohort discipline; the consumer-purchasability + autonomous-deployment axes are structurally distinct. Cohort positioning: cross-archetype intersection (Chinese × consumer) within the humanoid cluster.
Sub-cohort · 1 explainer
1X
1X ships NEO at consumer pre-order. NEO's autonomy posture is operator-supervised; teleoperation is explicit in 1X's go-to-market framing rather than hidden.
Sub-cohort · 2 explainers
Boston Dynamics
Boston Dynamics ships Atlas at Hyundai Metaplant under Hyundai Motor Group parent-backing (~80% subsidiary). Commercial availability outside Hyundai facilities is constrained.
Is Boston Dynamics Atlas commercially available?
No, not yet. Boston Dynamics' Atlas humanoid is in research-to-commercial transition following the April 2024 reveal of the new electric Atlas platform. The company's quadruped Spot is the commercially-verified product line; Atlas commercial deployment timeline has not been announced. Boston Dynamics is owned by Hyundai Motor Group, which positions Atlas for industrial/enterprise rather than consumer markets.
What is the Atlas deployment at Hyundai Metaplant America?
Boston Dynamics' Atlas humanoid is deployed at Hyundai Metaplant America's Savannah, Georgia EV manufacturing facility in a pilot operation that represents Atlas's verified enterprise customer relationship. The deployment is structurally distinguished by Hyundai's corporate-parent relationship with Boston Dynamics (Hyundai Motor Group acquired Boston Dynamics from SoftBank in 2021), creating a maker-customer relationship that differs from the arms-length customer relationships of cohort peers Figure-BMW, Apptronik-Mercedes, and Agility-GXO.
Sub-cohort · 1 explainer
Sanctuary
Sanctuary AI's Phoenix is the Canadian general-purpose humanoid entry. Pre-commercial state.
Sub-cohort · 1 explainer
Agility
Agility Robotics ships Digit at GXO Flowery Branch under a multi-year Robots-as-a-Service contract. The 100,000-tote milestone is verified by the customer of record.
Sub-cohort · 30 explainers
Others, comparisons, and frameworks
Multi-maker comparisons, general cohort questions, methodology pillars, and smaller makers without a dedicated section above. Includes Mentee Robotics, Fourier Intelligence, PAL Robotics, UBTech, XPeng, EngineAI, AgiBot, plus the framework-in-action narratives that operate across the cluster.
How much does a humanoid robot cost in 2026?
Humanoid robot pricing in 2026 spans five availability tiers with different verification states. Research-tools pricing is verified and publicly listed (Unitree G1 at $13,500-$16,000; R1 at $5,900). Consumer-available pricing is verified (1X NEO at $20,000 outright purchase or $499/month subscription, six-month minimum). Enterprise-deployed pricing is not publicly disclosed (Figure 03, Apptronik Apollo, Agility Digit under contract; analyst estimates put the range at $50,000-$250,000). Consumer-promised pricing is a claim (Tesla Optimus at $20,000-$30,000 at-scale target). Engineering-credibility tier hardware costs $200,000+ but is enterprise R&D only (Boston Dynamics Atlas).
Can I buy a humanoid robot in 2026?
Yes, but the answer depends on what you mean by buy. Five tiers of humanoid availability exist in 2026: consumer-available (1X NEO at $20,000 outright or $499/month subscription, six-month minimum); research-tools-pricing (Unitree G1 at $13,500-$16,000 and R1 at $5,900); enterprise-deployed (Figure, Apptronik, Agility under contract); consumer-promised but not shipping (Tesla Optimus); and engineering-credibility with commercial transition pending (Boston Dynamics Atlas). Which fits your need depends on whether you're a consumer, a developer, an enterprise procurement organization, or waiting on Tesla.
Which is the cheapest humanoid robot you can buy?
The Unitree R1 is the cheapest walking humanoid robot commercially available in 2026 at $5,900 base (smaller-form mass-market consumer + developer platform launched July 2025). For a full-size bipedal humanoid, the Unitree G1 starts at roughly $13,500 to $16,000 base. Both are made by Unitree Robotics (Hangzhou, China) and represent the most aggressively priced humanoid platforms commercially available; every other publicly-listed humanoid is meaningfully more expensive.
What is the best humanoid robot to buy in 2026?
There is no single best humanoid robot in 2026; the right pick depends on which of the five availability tiers matches your use case. For consumer home use, 1X NEO is the only verified-available option ($20,000 outright or $499/month subscription with a six-month minimum; late-2026 US delivery). For research and developer access, the Unitree G1 is the practical choice. For warehouse and factory pilots, Agility Digit, Apptronik Apollo, and Figure 03 are the platforms with documented commercial deployments. For elite R&D, Boston Dynamics Atlas remains the dynamic-motion benchmark. Tesla Optimus remains consumer-promised but not for sale.
Who are the leading humanoid robot makers?
By active commercial deployment activity in 2026, the leading humanoid robot makers are Tesla (Optimus, factory pilots), Figure AI (02, BMW pilot), Agility Robotics (Digit, warehouse operators), Apptronik (Apollo, Mercedes-Benz pilot), 1X Technologies (Neo, consumer pre-launch), Boston Dynamics (Atlas, R&D), and Unitree Robotics (G1/H-series, research). A fast-growing Chinese cohort (UBTech, Xiaomi, XPeng, Fourier, EngineAI, and others) is shipping platforms at increasingly competitive price points.
What is the typical lifespan of a humanoid robot?
There is no established lifespan benchmark for modern humanoid robots in 2026. The longest-running commercial deployments are under three years old. Component-level data exists: harmonic drives are typically rated for 20,000 to 30,000 hours of industrial duty, lithium battery packs for 1,000 to 3,000 full charge cycles, and brushless DC actuators for several years of regular use. Battery and actuator wear, not advertised lifespan, are the practical limits.
What are the risks of humanoid robots?
The principal risks of humanoid robots in 2026 cluster around four categories: physical safety (collisions, falls, dynamic-environment failure modes), the conflation of teleoperated demonstrations with shipped autonomous capability, workforce and economic displacement, and a regulatory framework that has not been updated for general-purpose mobile manipulators operating in shared human spaces.
Can humanoid robots replace human workers?
Not at labor-market scale in 2026. Verified enterprise deployments operate at pilot scope: Figure 02 at BMW Spartanburg assembled 30,000 vehicles over 11 months; Agility Digit at GXO Flowery Branch handles 100,000 totes per year; Apptronik Apollo runs 3 Fortune-500 pilots; 1X NEO performs consumer household tasks with explicit teleoperation disclosure. These are meaningful capability demonstrations but not workforce-displacement at scale. The framework reads workforce-replacement claims as long-horizon trajectory rather than near-term reality.
Which humanoid robot makers are American, Chinese, or from other countries?
The major American humanoid makers are Figure AI (Sunnyvale CA), Apptronik (Austin TX), Tesla (Palo Alto CA / Austin TX), Boston Dynamics (Waltham MA; Hyundai-owned), and Agility Robotics (Salem OR). The major Chinese makers are Unitree Robotics (Hangzhou), AgiBot (Shanghai), UBTech (Shenzhen), Fourier Intelligence (Shanghai), XPeng Robotics (Guangzhou), and several others. 1X Technologies operates a Norwegian-American structure (Moss Norway HQ plus Hayward California factory). Mentee Robotics is Israeli (acquired by Mobileye January 2026). Sanctuary AI is Canadian (Vancouver).
How does teleoperation differ across humanoid robot manufacturers?
Every major humanoid manufacturer uses teleoperation in development and demonstration. The differential across the cohort is the disclosure layer, not the underlying practice. 1X is the most transparent (explicit teleop disclosure on the consumer commerce surface). Tesla operated framing-without-disclosure at We Robot 2024 (autonomy framing; subsequently confirmed teleoperated). Figure deploys with human-in-loop for exception handling at customer facilities. Apptronik has mixed disclosure across enterprise pilots. The framework treats the disclosure differential as the editorial finding.
Which humanoid robot manufacturers can I invest in?
Direct equity exposure to humanoid manufacturers in 2026 is mostly limited to a small set of publicly-traded companies: UBTech Robotics (HKEX-listed Chinese maker), Tesla (NASDAQ; Optimus is one product), and Hyundai Motor Group (KRX; Boston Dynamics parent). The major US humanoid pure-plays (Figure AI, 1X Technologies, Apptronik, Agility Robotics, Sanctuary AI) are privately held and accessible only via venture-stage or accredited-investor channels. Mentee Robotics was acquired by Mobileye in January 2026. DEPLOY is not an investment advisor; this guide documents verification posture, not investment advice.
Can humanoid robots cook?
No consumer-deployed humanoid robot can cook autonomously in 2026. Demonstrations and research exist across the cohort; consumer-grade cooking capability is not verified at deployment scale. Purpose-built robotic kitchens (such as Moley Robotics, a non-humanoid installed kitchen) exist at the research-and-experimental tier near $300,000. For a general-purpose humanoid robot that can prepare meals autonomously in a customer's kitchen, the answer is years from verified consumer-deployment.
Can humanoid robots do laundry?
Yes, with disclosure. 1X NEO is the verified-leader for consumer-deployment laundry capability in 2026: NEO performs laundry tasks (folding, sorting, light loading) in consumer homes with explicit Expert Mode teleoperation disclosure for complex tasks. Other cohort manufacturers (Tesla Optimus, Figure 03, Apptronik Apollo, Boston Dynamics Atlas, Unitree) demonstrate clothes-folding or related manipulation but do not consumer-deploy laundry capability. Laundry is the canonical example of how task capability varies dramatically across the humanoid cohort: 1X delivers verified consumer capability with teleop disclosure; others deliver demonstrations without consumer deployment.
What can humanoid robots actually do today?
Humanoid robot capability in 2026 sorts into four verification tiers per DEPLOY's framework. Verified consumer-deployed: 1X NEO performs laundry, organizing, and light manipulation in customer homes with explicit teleop disclosure. Verified enterprise-deployed: Figure 03, Apptronik Apollo, Agility Digit, and UBTech Walker S2 perform manufacturing and logistics tasks at Fortune-500 customer facilities. Research and demonstration: Boston Dynamics Atlas, Tesla Optimus, and Unitree platforms show capability footage but do not deploy. Claimed future: cooking, autonomous home assistance, childcare, and general-purpose household work remain claimed across the cohort but not consumer-deployed.
What is Mentee Robotics and the MenteeBot humanoid?
Mentee Robotics is an Israeli humanoid robot maker founded in 2022 by Amnon Shashua, the AI researcher who also leads Mobileye and AI21. Mobileye acquired Mentee in January 2026 for approximately $900 million ($612M cash plus Mobileye Class A shares), making Mentee an independent operating unit inside Mobileye. The company's MenteeBot humanoid is positioned as an AI-first general-purpose platform leveraging Mobileye's autonomous-vehicle perception heritage.
What is Fourier Intelligence and the GR-3 humanoid?
Fourier Intelligence is a Chinese humanoid robotics company headquartered in Shanghai with distinctive technical heritage in lower-limb exoskeleton and rehabilitation robotics. The GR-3 is the company's third-generation general-purpose humanoid platform, evolved from the GR-1 and GR-2 predecessors. Fourier occupies a distinctive position in the Chinese humanoid cohort: medical and rehabilitation engineering heritage transitioning to general-purpose humanoid product, with research-platform commercial positioning rather than the factory-deployment focus of UBTech Walker S2 or the research-tools pricing of Unitree G1 and R1.
What is PAL Robotics and the TALOS humanoid?
PAL Robotics is a Spanish humanoid robotics company headquartered in Barcelona, founded in 2004 with extensive European research-consortium history. The TALOS is the company's full-size adult bipedal humanoid platform, positioned for research-institution deployment rather than consumer or scaled-enterprise commercial use. PAL extends DEPLOY's humanoid manufacturer cohort to European context, representing a distinct geographic-and-strategic position from the American, Chinese, and Canadian cohort members.
What is UBTech Walker S2 and is UBTech a real humanoid company?
UBTech Robotics is a publicly-traded Chinese humanoid manufacturer headquartered in Shenzhen, listed on the Hong Kong Stock Exchange. The Walker S2 is the company's industrial-focused humanoid platform deployed in factory pilots with BYD, Geely, Foxconn, and other manufacturing customers. UBTech is real, with verified commercial pilots; the company distinguishes itself from the US private humanoid cohort by being publicly listed with disclosed financial state.
What's the difference between a humanoid robot and an industrial robot?
Humanoid robots are bipedal robots with arms, hands, and roughly human-like proportions designed to operate in human environments and perform general-purpose tasks (Tesla Optimus, 1X NEO, Figure 03, Apptronik Apollo, Boston Dynamics Atlas, Unitree G1). Industrial robots are fixed-base manipulator arms designed for specific factory-automation tasks at high precision and reliability (FANUC, Universal Robots, KUKA, ABB). The categories share the word 'robot' but operate at substantively different scales (industrial robotics is a mature commercial category with hundreds of thousands of installed units; humanoid robotics is an emerging category with consumer-deployment at single-manufacturer scale).
What is physical AI?
Physical AI refers to AI systems that operate in the physical world rather than purely in digital environments. The category spans autonomous vehicles, humanoid robots, autonomous mobile robots in warehouses, drones, and AI-augmented industrial automation. Physical AI differs from digital-only AI in that the system must perceive, decide, and act under physical-world constraints (sensor noise, latency, mechanical failure modes, regulatory frameworks). DEPLOY tracks physical AI across four subcategories with distinct verification frameworks per category.
What's the difference between consumer and industrial humanoid robots?
The humanoid form_factor splits into two structural sub-cohorts with diametrically opposite verification postures, commercial-maturity timelines, brain-provider relationships, and aggregator-drift patterns. CONSUMER HUMANOID ARCHETYPE: 1X NEO (only verified-shipped consumer humanoid as of mid-2026); Tesla Optimus (consumer-aspirational positioning); potential future Chinese consumer entries. Verification posture: home-deployment safety + privacy + data-sharing infrastructure; commercial maturity 2027-2028 aspirational. INDUSTRIAL HUMANOID ARCHETYPE: Apptronik Apollo + Figure 03 + Sanctuary AI Phoenix + Agility Digit + Boston Dynamics Atlas + UBTech Walker S2 + Fourier GR-3 + Mentee MenteeBot + PAL Talos. Verification posture: fleet-deployment ROI + workforce integration + commercial-volume scale; commercial today via limited pilots. Brain-provider relationships: consumer humanoids more likely captive-brain (1X Redwood); industrial humanoids more likely third-party-brain integration claims (NVIDIA GR00T research-tier; Skild AI integration-partner). Per DEPLOY's framework, the consumer-vs-industrial sub-cohort distinction operates as the canonical worked example of sub-cohort treatment within humanoid form_factor, paralleling biometric ring sub-cohort + glucose-cell + surgical orthopedic sub-cohort patterns.
What is XPENG Iron?
XPENG Iron is the bipedal humanoid robot from XPENG Robotics, the humanoid-robotics arm of Chinese EV maker XPENG. EDITORIAL DISTINCTION within the Chinese humanoid sub-cohort: automotive-OEM crossover archetype (similar structural play to Tesla Optimus; automotive manufacturer leveraging EV stack + battery + actuator + manufacturing capabilities into humanoid robotics). Per [DEPLOY's humanoid cluster framework](/explainers/humanoid-robots): verification posture honest per cohort maturity-stage discipline. Most XPENG Iron public demonstrations operate at research-tier + demonstration scope rather than autonomous-commercial-deployment; aggregator framing as 'autonomous' or 'shipping at scale' operates outside primary-source-anchored verification. Cohort positioning: automotive-OEM crossover archetype within the Chinese humanoid sub-cohort, paralleling the Tesla Optimus automotive-OEM-crossover positioning in the consumer-aspirational sub-cohort.
What is EngineAI SE01?
EngineAI SE01 is a bipedal humanoid robot from EngineAI, a Chinese humanoid-robotics maker. Per Agent A humanoid registry audit: smaller-maker Chinese humanoid sub-cohort entry with verification posture honest per cohort maturity-stage discipline. EngineAI SE01 operates at research-tier-leaning-demonstration verification posture; public demonstrations are demonstration/teleoperation/choreography rather than autonomous-commercial-deployment. CRITICAL CAP-FLAG against aggregator-drift framing as 'autonomous' or 'shipping at scale': verification posture is overwhelmingly demonstration/teleoperation per consistent Chinese sub-cohort discipline. Cohort positioning: smaller-maker Chinese humanoid sub-cohort archetype within the broader Chinese humanoid sub-cohort variance (distinct from XPENG automotive-OEM crossover + Unitree broadest-lineup + UBTech industrial-deployment + Fourier specialized-industrial + AgiBot multi-product positioning).
What is AgiBot?
AgiBot is a Chinese commercial humanoid-robotics maker operating a multi-product portfolio: Yuanzheng A2 + Lingxi X2. Per Agent A humanoid registry audit: multi-product Chinese commercial humanoid sub-cohort entry; established Chinese humanoid maker with two distinct product lines covering complementary deployment positioning. CRITICAL CAP-FLAG against aggregator-drift framing as 'autonomous' or 'shipping at scale': verification posture is overwhelmingly demonstration/teleoperation per consistent Chinese sub-cohort discipline. Cohort positioning: multi-product Chinese commercial humanoid archetype within the broader Chinese humanoid sub-cohort variance, structurally distinct from single-product Chinese sub-cohort entries ([XPENG Iron](/explainers/what-is-xpeng-iron) + [EngineAI SE01](/explainers/what-is-engineai-se01)) and from product-line-variance entries ([Unitree](/explainers/what-is-unitree) G1+R1+H1+H2 lineup).
How does DEPLOY think about robot insurance?
DEPLOY thinks about robot insurance as a four-dimension actuarial framework operating recursively across the verified-vs-claimed throughline: deployment-incident-recall actuarial depth (61 verified incidents at primary-source-anchored severity + root-cause + regulatory-action depth; exposure denominators absent at most deployments); manufacturer financial-state / counterparty risk (114 investors + 58 funding rounds + 29 acquisitions verified; financial state vs relationship state distinction); supply-chain component failure analysis (absent as structured substrate; bounded to safety-critical components when authored); regulatory clearance per jurisdiction (34 verified filings lopsided 94% US-FDA-only; jurisdictional completeness is the load-bearing gating layer for insurability per region). The discipline that distinguishes DEPLOY's framework from the broader insurance-discourse cohort: honest 'insurability unknown for this region / no exposure data' is more valuable than a fabricated rate. Cap-flag-as-trust-signal operates recursively on actuarial framing.
How does DEPLOY track partnership lifecycle state?
DEPLOY tracks partnership lifecycle state as a four-state framework operating at relationship-graph granularity: announced (verified-from-press-release; not-yet-active) → active (verified-deployed or verified-shipped; current_status=true) → dissolved (terminated; current_status=false with end_date populated) → unverified-current-state (announced-but-no-update-since; cap-flag honest-absence). Per Agent A's Arc C substrate, 18 partnerships + 32 parties + 14 external counterparties (via XOR pattern) + NVIDIA 4-counterparty multi-party-partnership node verified at primary-source-anchored depth. The canonical lifecycle worked example: Figure × OpenAI announced 2024 → dissolved February 2025 (status=dissolved + endDate populated). The external-name XOR pattern (partnership_parties.company_id when counterparty is tracked entity; external_name when counterparty is genuinely not-in-registry; OpenAI + Uber + Nissan + Microsoft as canonical worked examples) operates as verification-posture discipline at relationship-graph granularity. Cap-flag-as-trust-signal operates recursively on partnership framing.
How does DEPLOY track acquisition history state?
DEPLOY tracks acquisition history state as a five-structure taxonomy operating at relationship-graph granularity per Agent A's Arc D substrate (29 acquisitions + 20 FK-acquirer + 9 external + 7 acquired-assets typed). The structure taxonomy: full_acquisition (acquirer absorbs target entirely; target ceases as independent entity) → asset_purchase (specific assets transfer; target may continue) → acqui_hire (team transfers; assets minimal) → license_and_hire (Amazon × Covariant canonical: RFM models licensed + team transitions; Covariant remains standalone under Stinson; ~25% staff transition documented) → spac_merger (de-SPAC pattern; Sarcos → Palladyne canonical example). The four-state valuation_basis discipline: exact (SEC-disclosed or court-record) versus reported (press-release; not SEC-verifiable) versus undisclosed (transaction confirmed but valuation not disclosed) versus contingent (ZB × Monogram CVR canonical: structured contingent payment with earnout). The canonical lesson banked at validator-discipline depth: exact name match only, never alias-contains, in M&A graphs (6 acquisitions reverted from alias-contains reconciliation bug). Cap-flag-as-trust-signal operates recursively on acquisition framing.
How does DEPLOY track cross-cluster talent-flow as diaspora graph?
DEPLOY tracks cross-cluster talent-flow at primary-source-anchored PersonCompany-edge granularity per Arc A people graph substrate. The diaspora graph framework operates at three canonical pattern classes: post-wind-down diaspora (Cruise canonical worked example; founders + executives + technical leadership transition across multiple destinations after corporate wind-down); license-and-hire diaspora (Amazon × Covariant canonical worked example; co-founders + ~25% staff transition to acquirer while standalone entity continues under remaining leadership); adjacent-employer-prior diaspora (Meta AI / FAIR + Google X / Everyday Robots as recurring prior employers in brain-providers and humanoid cohort hires). Each pattern class operates at distinct PersonCompany-edge structure: current_role=false with end_date populated + where-they-went edge (post-wind-down + license-and-hire); current_role=true with prior-employer edge at honest-absence end_date if no specific tenure-end disclosed (adjacent-employer-prior). The framework reads talent-flow at four substrate-axis granularity: source company + destination company + role transition + tenure date precision; cap-flag-as-trust-signal operates recursively on diaspora framing same as on any other relationship-record claim depth. Cross-property bidirectional discipline operational: PersonCompany edges cross-reference acquisition records (Cruise wind-down ↔ GM full re-absorption Acquisition record; Covariant license_and_hire ↔ Amazon × Covariant Acquisition record) + partnership records + entity records simultaneously.
How does DEPLOY track incident outcome_class and deployment exposure_hours at actuarial depth?
DEPLOY tracks Phase 3 Dim 1 actuarial substrate at primary-source-anchored verification depth across two structurally-distinct axes simultaneously: incident numerator (outcome_class at 67 rows across 61 incidents; multi-class where evidenced; distribution skewed regulatory_action:34 + property_damage:18 + bodily_injury:7 + no_outcome:4 + financial_loss:2 + fatality:1 + near_miss:1) and deployment denominator (exposure_hours at canonical 128-nulls honest-absence; Agent A documented under-population over fabrication). The 128-nulls is the canonical worked example for 'honest absence at full-population scale beats partial fabrication.' Scalar selectivity tight per *_basis verified-vs-claimed discipline: 1 USD figure at primary-source-anchored verification depth (MQ-9 Reaper $32M reported_press gt_10m); 3 fatality_count rows; 5 bodily_injury_severity rows; 4 loss_cost_class rows; most NULL at honest-absence cap-flag. Cap-flag-as-trust-signal operates recursively at three substantive layers simultaneously: 128-null exposure_hours denominator (full-population honest-absence) + scalar selectivity at 1-of-61 USD verified ratio (extreme primary-source-anchored selectivity) + outcome distribution skew (no_outcome:4 documented as substantive editorial state, not as substrate-completeness gap). The framework operates at honesty-as-strength rather than coverage-as-strength: under-population at primary-source-anchored verification depth beats fabrication at marketing-aggregation depth. Rover's 5-commit Dim 1 surface work landed across all four axes (callable MCP tool + structured JSON-LD + human-facing /incidents page + REST aggregated endpoint); substrate is fully live and queryable.
How does DEPLOY track manufacturer counterparty risk at financial-state-axis granularity?
DEPLOY tracks Phase 3 Dim 2 manufacturer counterparty risk substrate at primary-source-anchored verification depth per Agent A's mfs=7 manufacturer_financial_states baseline backfill: Intuitive Surgical FY2024 $8.35B (sec_10k; mature; counterparty=low) + Stryker nine-month 2024 $16.16B (sec_10q; mature; counterparty=low; SEC-verified-figure-with-narrower-precision-cap-flag CANONICAL worked example) + Zimmer Biomet FY2024 $7.68B (sec_8k; mature; counterparty=low) + Boston Dynamics private_reported NULL revenue (mature; counterparty=low via Hyundai ~80% parent-backing CANONICAL worked example for counterparty-risk-by-parent-backing classification) + Apptronik private_reported NULL (growth; counterparty=moderate; recent $350M Series A Feb 2025) + Figure AI private_reported NULL (growth; counterparty=moderate; ~$1B Series C 2025 at ~$39B reported valuation) + 1X Technologies private_reported NULL (growth; counterparty=moderate; 2024 Series B ~$100M EQT-led + subsequent 2025 round). Cap-flag-as-trust-signal recursive at three substantive layers: SEC-verified-figure-with-narrower-precision-cap-flag pattern (Stryker Q3 nine-month $16,159M used instead of unverified FY extrapolation; verified-vs-claimed at sub-fiscal-period granularity) + honest-absence on private-financials USD fields (Apptronik + Figure + 1X all NULL revenue at honest-absence cap-flag pending primary-source disclosure) + cash_runway_basis NULL when cash_runway_months NULL across the board (validator-aware discipline; cash_runway_months not publicly-disclosed for any of these makers; cash_runway_basis stays NULL preserving validator integrity). Counterparty-risk-by-parent-backing classification discipline as canonical: Boston Dynamics counterparty=low via Hyundai ~80% subsidiary parent-backing vs Apptronik/Figure/1X counterparty=moderate as growth-stage privates without parent-backing.