Figure and Nscale Commit $3.5B in Compute for Helix, Up to 100,000 GPUs
Figure and Nscale sign a multi-year deal with a $3.5B initial compute commitment and potential deployment of up to 100,000 Vera Rubin GPUs.
Robotics for companies
Business
Deployments, economics and automation for companies and small businesses.
AnAn Panda Robot Launches in Europe with Germany and Belgium Distributors
AnAn enters Europe with distributor agreements in Germany and Belgium, a 100-unit first run and a European service centre in Belgium.
Anker at IFA 2026: In-House S2 Max Mower and Omni E35 Robot
Anker unveils its first fully in-house S2 Max mower and Omni E35 robot vacuum. S2 Max is due in Europe in May 2027, with official pricing still unannounced.
France Starts Tesla FSD Supervised Tests Ahead of Possible EU Decision
France has started independent on-road testing of Tesla FSD Supervised, adding a major new regulatory step ahead of possible broader EU approval.
Zoox Expands to Houston and San Diego — Testing First, Passenger Service Later
Zoox is expanding mapping and testing to Houston and San Diego, bringing its footprint to 12 locations. Public passenger service is not launching there yet.
PUDU Enters Commercial Robotic Mowing With GT3, GT5 and GT7
PUDU Robotics has launched GT3, GT5 and GT7: three commercial robotic mowers for facilities, large turf areas, sports fields and golf courses.
Maniformer Passes 1M Hours of Physical AI Data and 20,000 MEgo Devices
Maniformer has passed one million hours of real-world Physical AI data and delivered its 20,000th MEgo device. We examine the scale, customers and evidence gaps.
Waymo Launches Driverless Rides in Denver, San Diego and Tampa
Waymo has begun public fully autonomous rides in Denver, San Diego and Tampa, expanding access in waves and bringing its rider service to 14 cities.
IFA 2026 Robot Live Tracker: Launches, Prices and Updates from Berlin
IFA 2026: TENNIIX, Aiper Smart Yard and OlloNi SS1. New reports and all earlier updates, including Roomba Duo and MOVA.
A robot carpenter sounds like science fiction. DEWALT has already taken the first step
DEWALT already sells an autonomous drilling robot, Hilti has Jaibot, and HP and Husqvarna show other paths forward. Could the next power tool be the whole robot?
Waiter robots in 2026: cost, capabilities and when they pay
A waiter robot can automate repetitive transport without replacing hospitality staff. How to calculate cost, TCO and ROI using PUDU and KEENON as examples.
HUMAIN and Applied Intuition Plan Thousands of Autonomous Trucks in Saudi Arabia
HUMAIN and Applied Intuition are launching a Saudi Physical AI program targeting thousands of autonomous trucks by 2030. The scale is a plan, not a current fleet.
Galbot Launches Three Robot-Run Stores in Hong Kong in First Overseas Rollout
Galbot is launching three robot-run Hong Kong stores in its first formal rollout outside mainland China. We separate real G1 retail automation from the “fully autonomous” claim.
a16z Raises $1.1B Machine Age Fund With Robotics and Home AI in Scope
Andreessen Horowitz has raised $1.1B for the Machine Age Fund. Robotics and home AI are explicitly in scope — but this is a broad hardware fund, not $1.1B for robots alone.
Serbia Starts Humanoid Robot Production as Minth and AGIBOT Target 20,000 Units a Year
Minth and AGIBOT have opened a humanoid production line in Šabac. The first phase is €20M; future capacity is targeted at up to 20,000 humanoids and robotic dogs a year.
South Korea Builds a Full-Stack Humanoid Industry With KRW 2.3T Plan
Korea plans KRW 2.3T for humanoids while Wonik confirms KRW 350B in secured investment. We examine manufacturing, procurement and supply-chain strategy.
Humanoids Can Run. Why Can't They Work Yet?
Humanoid motion is improving spectacularly. But real work is still constrained by data, reliability and economics. We analyze the evidence behind the hype.
Hyundai Explores Selling Robots Through Dealers as U.S. Production Starts in 2028
Hyundai is sharpening its robotics commercialization model: U.S. production from 2028, a 10× larger RMAC, potential dealer distribution and Hyundai Capital financing.
Dreame Winds Down Car Project and Refocuses on Robotics and Embodied AI
Dreame is winding down its car project and naming smart homes, outdoor living, smart mobility and embodied AI as four strategic focus areas.
Unitree falls about 45% from its post-IPO peak as humanoid valuations face a reality check
After a 460% debut-day surge, Unitree shares fell about 45% from the peak. It is a test of humanoid-market valuation, not a direct test of robot quality.
Gatik raises $200M as driverless freight moves beyond pilots
Gatik has closed a $200M round and reports more than $600M in contracted revenue. It is targeting more than 100 driverless trucks by the end of 2026.
Generalist AI reaches a reported $3B valuation as “robot brains” attract major capital
Generalist AI is reported to be worth $3B after nearly $200M in additional capital, taking its Series B total to roughly $600M.
Qualcomm plans a Japan Robotics Center backed by FANUC, Toyota, Sony and Kawasaki
Qualcomm plans a Japan Robotics Center and long-term Physical AI initiative with supporters including FANUC, Toyota, Sony, Kawasaki and the University of Tokyo.
Pallet transport robots in 2026: cost, integration and when they pay off
Pallet transport robots: AMR platform, autonomous pallet jack or forklift? A practical 2026 guide to TCO, ROI, WMS/MES/ERP integration, safety and VDA 5050.
AMR vs AGV in 2026: which mobile robot fits your warehouse or factory?
AMR or AGV? We compare navigation, flexibility, fleet management, safety, VDA 5050 3.0, ISO 3691-4 and TCO in a practical warehouse and factory guide.
Bosch to Start Humanoid Robot Production in Germany in 2027
Bosch confirms humanoid robot production in Bühl from 2027. The partnership dates to May; the new details are location, timing and an initial low-volume series.
Tesla Narrows Optimus Timeline: External Sales No Earlier Than H2 2027
Tesla is installing the Optimus line in Fremont, but external commercial sales are now reported to start no earlier than the second half of 2027. Production is not the same as commercialization.
Chery’s AiMOGA Eyes IPO, Targets 10,000 Robot Deliveries in 2027
Chery-controlled AiMOGA is discussing a possible IPO and targets 10,000 deliveries in 2027. Reuters clarified that no substantive IPO steps have yet been taken.
Beyond Unitree: 7 Chinese humanoid robots Europe should watch
WRC 2026 shows China has a broad humanoid field spanning services, care, logistics and manufacturing — not just one headline leader.
VDMA: Europe needs its own humanoid robotics value chain
VDMA wants humanoid robotics and Physical AI high on Europe’s industrial agenda, calling for faster pilots, scaling and domestic critical-component capability.
Humanoid shipments top 22,000 in six months — but most still are not working in factories
Counterpoint estimates more than 22,000 global humanoid shipments in H1 2026, nearly +300% YoY. AGIBOT and Unitree hold 74.2% combined, while more than 60% of volume remains in entertainment and data/research.
19,100, 22,000+ or 40,000+? Humanoid market trackers do not agree
Counterpoint reports 22,000+ shipments, SAG 19,100 and the Committee of 100 40,000+. Update: Unitree’s filing shows 73.60% of humanoid revenue came from research and education, while clearly identified manufacturing/inspection/logistics accounted for about 2.64%.
Hesai passes 10,000 robot actuators as lidar supplier expands into Physical AI infrastructure
Hesai has passed 10,000 actuators, while customer Sharpa is launching a real Dairy Queen workflow in Shanghai. We update the Physical AI evidence.
Moxi 2.0 starts hospital rollout as Diligent's next-generation robot goes live
Serve Robotics has begun the Moxi 2.0 hospital rollout. We separate confirmed deployments from claims of 15× faster perception, 10× compute and 18-hour runtime.
Universal Robots UR15 vs ABB GoFa 12: full comparison 2026
UR15 vs ABB GoFa 12: payload, speed, accuracy, reach, IP, software, welding, CNC, palletising and SME fit — without pretending we tested them together.
Best cobots for small businesses 2026: UR, ABB, FANUC, Techman or DOBOT?
A practical 2026 cobot ranking for SMEs: UR15, ABB GoFa 12, FANUC CRX-10iA/L, Techman TM12S and DOBOT CR10A. Payload, reach, safety, integration and TCO.
Cobot for a small business in 2026: cost, safety, ROI and deployment
How to deploy a first cobot in an SME: task definition, payload, gripper, vision, safety, integrator, full cost and realistic ROI.
PUDU CC1 vs Gausium Phantas: which fits your facility?
Detailed PUDU CC1 vs Gausium Phantas comparison: footprint, passages, water tanks, productivity, carpet, workstation, service and deployment scenarios.
Commercial cleaning robot types: 4-in-1, scrubber, vacuum or sweeper?
A practical guide to choosing the right commercial cleaning robot architecture: 4-in-1, autonomous scrubber, dry vacuum or sweeper. Floors, soil, water, geometry and service.
Best commercial cleaning robots for small businesses 2026
Commercial cleaning robots ranked by real business use: Phantas, CC1 Pro, C40, MT1 Vac and CC1. No fake lab scores — focus on pilot, service and TCO.
Unitree says it has produced about 18,000 humanoids as manufacturing outpaces mature deployments
Unitree says cumulative production of its bipedal humanoid robots has reached about 18,000 units. The figure signals manufacturing scale, but it is not the number of robots working commercially.
LG and NVIDIA are developing a bipedal humanoid for a planned 2027 public unveiling
LG is developing a new bipedal humanoid using NVIDIA Jetson Thor, Isaac GR00T and Halos for Robotics. A public unveiling is planned for Q1 2027, while pricing, specifications and sales timing remain undisclosed.
NEURA Robotics acquires ACTIVE Shuttle from Bosch Rexroth to expand its European Physical AI ecosystem
NEURA Robotics is acquiring Bosch Rexroth’s ACTIVE Shuttle platform, including hardware, software and customer service, and plans to connect it with its Physical AI ecosystem and Neuraverse.
Boston Dynamics connects Spot with Gemini to react to events inside industrial facilities
Spot & Orbit 5.2 is designed to connect sensors, enterprise systems and AI. A PLC signal can trigger a workflow, deploy Spot for an inspection and return the result to facility systems.
PUDU ET1 targets small shops and restaurants with four cleaning functions in one robot
PUDU ET1: quote-based price, 8-in-1 dock, 100–800 m² target sites and a practical pilot, ROI and TCO procurement checklist.
Unitree IPO frenzy: humanoid robot maker more than 8,000 times oversubscribed
Retail demand for Unitree's IPO exceeded the available shares by more than 8,000 times, highlighting extraordinary investor interest — and an aggressive valuation.
Schaeffler's humanoid order book reaches €350 million, including XPeng IRON
Schaeffler has confirmed a €350 million humanoid-related order book covering three global OEMs, with XPeng IRON among the disclosed programs.
A robot is not enough. Value is shifting to data, AI and fleet operations
Hardware is only one layer of the product. Data, models, updates, cybersecurity and local service increasingly determine the outcome.
Unitree valued at $9 billion as DeepSeek invests in humanoids and embodied AI
Unitree set its IPO price at 150.8 yuan, reaching a valuation of about $9.04 billion. DeepSeek has invested USD 20.8 million and announces cooperation on embodied AI.
Serve Robotics grows 404% but cuts forecast on weaker Uber Eats volumes
Serve Robotics increased quarterly revenue to about $3.24 million, but lowered its 2026 guidance to $9 million to $10 million. This is an important test of the economics of autonomous delivery.
Gemini Robotics 2: one Google DeepMind brain for different robots
Google DeepMind introduces three models for robotics: full-body humanoid control, multi-step task planning, and a local version. The results show great progress, but also clear limitations.
Figure 03 at BMW: a humanoid takes on logistics beyond basic pick-and-place
Figure 03 tests parts sequencing at BMW, combining precision grip, walking and pulling the cart. We check what is shown, how production scales and what data is still missing.
PUDU D7 bets on a semi-humanoid: are wheels more practical than legs in factories?
PUDU D7 combines mobile base, two hands and embodied AI. We analyze the load capacity, batteries, PuduFM 1.0, the advantage of wheels and questions about price, safety and implementation in the EU.
Quadruped robots move from labs into security and inspection
Four-legged robots are used in inspections, energy and facility protection. Their value is mobility and data collection, not the dog's appearance.
Atlas is designed for enterprise work, not just impressive demos
Boston Dynamics is developing Atlas as an enterprise-class robot. However, the biggest test will not be spectacular movements, but reliability, security and economics of implementation.
Office cleaning robots: calculating the real return on investment
The return on a cleaning robot depends on the area, the number of independent trips, supervision, service and work that the device does not actually require from a human.
Reception robots in small businesses: the wow effect is not enough
The reception robot should solve a specific problem: direct traffic, collect reports or support service. The attraction itself quickly loses value.