Deployments, economics and automation for companies and small businesses.
A commercial cleaning robot may claim hundreds of square metres per hour and still be a poor purchase for a specific shop. A credible decision requires an on-site trial measuring floor quality, stops, staff minutes
Nomagic’s latest customer is s.Oliver Group. Its Dettelbach project includes a specialized robot that grips shoeboxes while keeping the lid and base together.
Origin shows OG-1 spraying compound and sanding drywall. We examine the original video, the operator’s work and the announced route to European pilots.
MiR500 connects production and the warehouse at Schneider Electric in Bukowno. We examine operator tasks, pallet stations and questions for an AMR deployment.
Stretch handles box unloading at Hermes Fulfilment in Haldensleben. We examine the operator, conveyor and boundaries of the automation claim.
Carrefour Reims uses Skypod robots to bring bins to picking stations. We examine the division of work, reported figures and questions for a similar deployment.
Explore 17 deployment cases, including 7 in Poland. The new PUDU CC1 case in Seesen includes its source, date and cost-model limitations.
All3 has unveiled the new Mantis. We examine its demonstrated capabilities, the 2027 site plan and what the project could mean for power-tool makers.
Ultra has raised $50 million to scale OP1 robots already packing, sorting and kitting orders in the US. We separate the new round from the $62 million total and identify the missing evidence.
Sereact robots have entered live operations for Zalando returns in Świebodzin and Greven. It is a real physical-AI deployment — but station count and KPIs remain undisclosed.
Deliveroo and Coco announce UK robot deliveries, beginning with a 12-month Canary Wharf trial. We examine rollout plans, autonomy and human supervision.
Multiply Labs closes a $75M round. AstraZeneca is investing in robotic clusters that automate complex biologics manufacturing.
Dyna 2.1 and Taku show an uncut one-hour laundry workflow. We examine the 79-step reliability problem, recovery stack and what the demo still does not prove.
NEURA HealthTech launches with an autonomous platform for empty-bed and sterile-goods transport. We examine the 1,300-hour claim, pilot metrics and missing evidence.
Jungheinrich officially opens EAC 212a sales. We examine pallet transport, lifting, recovery, 3D recognition and why order intake matters more than the trade-show reveal.
A Unitree Go2 Pro is listed on Allegro for about €5,000 and a G1 EDU appears at about €37,500. This is not a one-day debut, but a sign that advanced robots are entering normal Polish retail channels.
Not four copies of Optimus, but four approaches to useful robotics. We examine Mirokaï, Reachy 2, Northstar and Calvin-40, from research and interaction to industrial work.
Amazon has opened a fulfillment center in Dobromierz with more than 5,000 robots. We break down the fleet, mobile shelving, packaging, software and the real economics of warehouse automation.
Amazon will invest more than $100M in an Indiana facility supporting its fulfillment and robotics network. Operations are planned by 2028.
SoftBank and ASI are forming a joint venture for autonomous heavy equipment, while SoftBank is also investing $225M directly into ASI.
PitPro's first production system is live at a Kal Tire store in Calgary. The company claims a full tire swap in under 15 minutes.
Epson enters collaborative robotics with the AX6: 6 kg payload, 900 mm reach, no-code, Python and cleanroom capability. EU pricing is not yet confirmed.
Cognex has agreed to acquire RealSense for about $500M, combining industrial machine vision with depth sensing used in AMRs, humanoids and robot arms.
Richtech discloses a five-year deal for 200 DUST-E cleaning robots. What the SEC filing says about the unnamed retailer, rollout and support.
GENISOM AI raises several hundred million RMB and says it mass-produced 15,000+ embodied-AI robots. We separate production scale from humanoid deployments.
CUEBUS, Yazaki and Yamazen link an automated warehouse to a humanoid. We explain the pilot scope and what has not yet been confirmed.
RobotPlusPlus closes a Series C and reports more than two million operating hours for robots performing hazardous work on ships and industrial structures.
Exein raises $270 million at a $1.7 billion valuation to develop runtime security for robots, drones and other Physical AI systems.
ALVEST acquires EasyMile and combines it with TractEasy in TLD Robotics, starting with 35+ operations and more than 50,000 autonomous missions.
D-Robotics raises $400 million for robotics compute and software. Sunrise S600 is designed as a shared Physical AI platform for multiple robot makers.
Hardware is only the start. Humanoid TCO includes integration, software, service, teleoperation, spares and downtime.
ZINOVA formally launches Tool Intelligence, a Physical AI layer intended to let different robots grasp, feel and operate tools that already exist.
Lidl and Einride have put a cabless SAE Level 4 truck into daily logistics on a German public road with no driver or safety operator onboard.
Compare FarmDroid FD20 and FD60 by working width, field layout, seeding system and energy. FD60 deliveries are planned to start in January 2027.
Choose a commercial mower shortlist by the job: CEORA, PUDU GT3, GT5 and GT7. Compare collection, turf finish, operating windows and deployment.
GT5 or CEORA? Compare grass collection, site layout, charging and operator work. Assess the full configuration and project cost, not area alone.
Farm robots already have Polish and European sales routes, but not every autonomy announcement is deployable today. Updated 18 Sep 2026 with availability, service and AGRO SHOW verification points.
Evaluate farm robotics with complete investment costs, avoidable spending, supervision and downtime. Includes an illustrative euro payback example.
How FarmDroid FD20 uses recorded seed positions for mechanical weeding. Explore seasonal workload, regional support and the FD60 delivery announcement.
Explore the AgXeed AgBot featured in Clarkson’s Farm: tasks, model differences, regional support and the questions that determine farm fit.
Explore agricultural robots for seeding, weeding, orchards, greenhouses and livestock. Compare tasks, European availability and deployment costs.
Explore orchard spraying, transport, mowing and fruit picking with Mini GUSS, Prospr, Burro and Tevel. Learn what to measure before a deployment.
Understand Lely Astronaut, Vector, Juno, Discovery and DeLaval VMS. Compare their jobs, barn requirements, daily attendance and deployment sequence.
Compare FarmDroid, Naïo, Robot One, LaserWeeder G2 and ARA620 by weeding method, crop fit, supervision and the cost of a successful treatment.
Multiple maps do not make an elevator autonomous. Define integration, access, charging, failure handling and route acceptance.
Check passing width, turning space and dock access. A site measurement sheet and a Phantas example show why versions matter.
Define account ownership, network requirements, cloud data and service access. A practical questionnaire for IT and the integrator.
Compare CC1 with CC1 Pro, not CC1 Pro Disc. Examine rear-camera feedback, reporting, cleaning modes and the optional station in a quotation.
Compare MT1’s debris capacity with MT1 Vac’s vacuuming system. Choose by waste and flooring, with a side-by-side demonstration checklist.
Compare purchase cost with active attendance and rework. A worked example separates time released from payroll savings you can actually realise.
Plan deliveries, routes, docking and the morning handover. Distinguish a completed robot route from a store that is ready to open.
Compare ET1 and CC1 by flooring, aisle clearance and dock operation. Check specification conditions and plan a pilot with comparable quotes.
Measure accepted area, elapsed time and interventions. See why advertised 1,000 m²/h does not establish 8,000 m² per shift.
A pilot framework covering zones, cleanliness, interventions and the purchase decision. Separate a demonstration from evidence in your building.
Response time is not repair time. Check parts, travel, replacement units, software and service coverage for your country.
JDD 2026: JD Logistics unveils five new Wolf Pack systems for warehouses, cold chain, pharmacies, L4 delivery and drones under Super Brain 3.0.
SECO will design and manufacture compute modules for NEURA robots including 4NE1, supporting scalable series production in Europe.
Arm expands Total Design into physical AI and proposes an RL0–RL5 Robotics Capability Framework with more than 80 ecosystem partners.
Bigwave Robotics and Space Manufacturing Lab will start with fiberglass insulation, a concrete humanoid task beyond automotive and logistics.
Samsung SDS is expanding Robot Transformation and plans a 2027 orchestration platform connecting multiple robots with manufacturing execution systems.
LPP has identified the customer and Polish location behind Hai Robotics’ huge rack-climbing project. Tczew is scheduled to open around the Q1/Q2 2027 boundary.
Agility clarifies Digit 5 scale: roughly 1,000 robots in a three-year RaaS contract, $300M+ in committed orders and nine committed facilities.
Check PUDU ET1 pricing, station scope and installation costs. Compare purchase and leasing, then estimate savings after labour and downtime.
LG is discussing AXIUM actuator supply with global customers and a Big Tech company. An October meeting is scheduled as LG targets production scale.
Dreame presents ECHO S1 and ECHO P1 as research-stage Physical AI platforms. No price or launch date yet, but the strategic signal is clear.
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.
AnAn enters Europe with distributor agreements in Germany and Belgium, a 100-unit first run and a European service centre in Belgium.
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.
UPDATE 8 Sep: Slovenia formally approved Tesla FSD Supervised and Tesla says rollout will begin soon. France is still running its own tests ahead of a possible broader EU decision.
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.
Compare PUDU GT3, GT5 and GT7 prices, cutting systems and runtime. Check the German GT3 offer, regional sales routes and the full deployment checklist.
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 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: LG AXIUM enters customer and Big Tech talks; Dreame Pano 10 gets a €399 European retail price, with its May launch timeline corrected.
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?
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 are launching a Saudi Physical AI program targeting thousands of autonomous trucks by 2030. The scale is a plan, not a current fleet.
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.
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.
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.
Korea plans KRW 2.3T for humanoids while Wonik confirms KRW 350B in secured investment. We examine manufacturing, procurement and supply-chain strategy.
Humanoid motion is improving spectacularly. But real work is still constrained by data, reliability and economics. We analyze the evidence behind the hype.
Boston Dynamics opens RMAC at HMGMA. Atlas is training in a real factory and Hyundai plans to scale with 25,000 units over the next few years.
Dreame is winding down its car project and naming smart homes, outdoor living, smart mobility and embodied AI as four strategic focus areas.
AGIBOT and Chimelong plan a September 24 opening with over 300 robots and 100 interaction points. Announced scale, autonomy limits and unknowns.
UPDATE: Reuters, citing The Information, reports informal CSRC guidance raising the bar for future humanoid IPOs. No public regulator document has been issued.
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 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 and long-term Physical AI initiative with supporters including FANUC, Toyota, Sony, Kawasaki and the University of Tokyo.
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 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 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 is scaling Optimus, but another bottleneck has emerged: AI5 memory. Musk raised the plan from 72 GB to 96 GB and tied it to robot volume and cost.
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.
WRC 2026 shows China has a broad humanoid field spanning services, care, logistics and manufacturing — not just one headline leader.
VDMA wants humanoid robotics and Physical AI high on Europe’s industrial agenda, calling for faster pilots, scaling and domestic critical-component capability.
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.
IFR reports about 7,000 humanoids sold in 2025. We compare sales with H1 2026 shipments and explain why the datasets are not contradictory.
Hesai has passed 10,000 actuators, while customer Sharpa is launching a real Dairy Queen workflow in Shanghai. We update the Physical AI evidence.
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.
UR15 vs ABB GoFa 12: payload, speed, accuracy, reach, IP, software, welding, CNC, palletising and SME fit — without pretending we tested them together.
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.
How to deploy a first cobot in an SME: task definition, payload, gripper, vision, safety, integrator, full cost and realistic ROI.
CC1 or Phantas? Measure narrow passages, plan the dock and assess mixed flooring. Compare pilot acceptance criteria, upkeep and local support.
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.
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 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 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 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.
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: quote-based price, 8-in-1 dock, 100–800 m² target sites and a practical pilot, ROI and TCO procurement checklist.
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 has confirmed a €350 million humanoid-related order book covering three global OEMs, with XPeng IRON among the disclosed programs.
Hardware is only one layer of the product. Data, models, updates, cybersecurity and local service increasingly determine the outcome.
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 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.
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 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 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.
Four-legged robots are used in inspections, energy and facility protection. Their value is mobility and data collection, not the dog's appearance.
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.
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.
The reception robot should solve a specific problem: direct traffic, collect reports or support service. The attraction itself quickly loses value.