Before the demonstration: bring your kitchen brief
Menu & output. List actual dishes, portion sizes, peak demand and the texture and taste you need to reproduce.
Kitchen fit. Record available space, access, power, water, drainage and ventilation; have installation requirements checked locally.
People & workflow. Clarify who prepares and loads ingredients, plates food, cleans equipment and handles exceptions.
Acceptance evidence. Request a trial using your recipes, a written cleaning procedure, service terms and an itemised quotation.
For restaurants, canteens and central kitchens: assess the actual workflow, not just the cooking cycle. Suitability must be established for the specific site and model.
Hai Robotics combines case-handling robots, companion AMRs and HaiQ software for storage and fulfillment. Review HaiPick System 3, HaiPick Climb, deployment evidence and integration requirements.
AutoStore combines grid robots, bins, ports and software for warehouse fulfillment. Review AutoCase, current software, a dated Nowaste deployment and system integration requirements.
OTTO by Rockwell Automation provides mobile robots, an autonomous forklift and fleet software. Compare payload workflows, integration, a GE Aerospace reference and procurement requirements.
OMRON combines mobile robots and FLOW fleet software for factory logistics. Review MD, HD and OL workflows, the European LD transition, Danfoss evidence and integration requirements.
A public-source profile of Medtronic covering Hugo and spine robotics, dated market developments, training support and hospital procurement requirements.
A public-source profile of Stryker covering Mako robotic-arm and handheld systems, procedure-specific applications, dated releases and orthopedic procurement questions.
A public-source profile of Zimmer Biomet covering ROSA knee, hip and shoulder systems, device-specific evidence, clinical introduction and hospital procurement questions.
A public-source profile of CYBERDYNE covering Medical HAL, wearable robotics, country-specific device scope, dated international implementation and institutional access.
Harmonic Drive Systems precision reducers and actuators, covering CSF and CSG configurations, FHA servo integration, 2025–2026 product releases and practical component and driver lifecycle requirements.
Beckhoff PC-based control and TwinCAT robot integration, covering direct kinematics, external robot controllers, ATRO's announced product status and practical software, safety and commissioning requirements.
ATI Industrial Automation, a Novanta company, supplies robot tool changers and force/torque sensors. Compare QC-7 and QC-18, Axia sensing and a June 2026 bin-picking case with practical integration requirements.
An official-source profile of KEENON Robotics covering restaurant delivery, hotel logistics and commercial cleaning, with model-specific integration requirements and international purchasing questions.
An official-source profile of Pudu Robotics covering delivery and commercial cleaning systems, optional docking and building integrations, international examples and region-specific service eligibility.
An official-source profile of Gausium's commercial cleaning robots, software and model-specific workstations, with dated projects in Estonia and China and practical deployment questions.
An official-source profile of Connected Robotics' food-production and cooking systems, covering DELIBOT S and X, Japanese application examples and the company's stated Japan-only robot sales boundary.
An official-source profile of Teledyne FLIR Defense ground robots for remote inspection and emergency applications, covering configurations, sensor options, dated international programmes and export-related purchasing boundaries.
An official-source profile of Brokk's remote-controlled demolition robots, attachments and connected support, with dated product and operator examples and practical questions for special-purpose procurement.
An official-source profile of Robotnik's inspection robots and software, distinguishing RB-WATCHER from XL configurations, dated product activity, application evidence and international integration requirements.
An official-source profile of Taurob's Inspector, Gasfinder and Wallbox systems, with product-specific hazardous-area boundaries, historical customer trials and practical industrial deployment questions.
An official-source profile of Korial, the Energy Robotics GmbH brand, covering industrial inspection software, mixed robot fleets, optional platform modules, international partnerships and deployment responsibilities.
DJI supplies Agras farming drones, FlyCart delivery aircraft and enterprise aerial systems. Review current configurations, a Brazilian farming case and deployment requirements.
AgXeed combines autonomous AgBot vehicles with implement integration and TraXwise planning. Review model differences, a Netherlands farm trial and procurement requirements.
Naïo supplies OZ, TED, JO and ORIO agricultural robots. Review crop and implement differences, assessed autonomy zones, field evidence and current procurement requirements.
Ocean Infinity combines marine robotics, vessels and onshore teams for survey and inspection services. Review Armada fleet evidence, a PETRONAS project and procurement boundaries.
DENSO WAVE's robotics business offers HSR, VSA and COBOTTA PRO platforms. Compare robot geometry, tooling, controller scope and regional integration responsibilities before procurement.
Stäubli Robotics combines TX2 articulated arms, TS2 SCARA robots and CS9 control. Review environment-specific configurations, software scope and application validation for each production cell.
Doosan Robotics offers collaborative arms and the five-axis P3020 palletizing robot. Compare task geometry, controller versions, tooling and whole-cell integration before selecting an offer.
SCHUNK SE & Co. KG supplies gripping and automation components. Compare EGU parallel and EZU centric grippers through part geometry, interfaces, custom fingers and application testing.
Festo combines pneumatic, electric and digital automation with configured handling systems. Review EXCM positioning, CMAD application evidence and the engineering scope of each offer.
Cognex provides machine vision systems and industrial AI tools. Review In-Sight 8900, OneVision's dated rollout and practical requirements for image quality, interfaces and acceptance.
Engineered Arts develops expressive humanoid robots including Ameca. Review the documented generation, dialogue architecture, operator involvement and public-space support before procurement.
AGIBOT develops humanoid platforms including X2 and X2 Ultra. Examine model-specific sensing, a dated Malaysia preview and software-support commitments before defining a deployment scope.
Explore GreyOrange's GreyMatter orchestration, Relay Pick and partner robot ecosystem, with deployment evidence and questions on warehouse integration, support and acceptance.
Review Quicktron's warehouse automation portfolio, QuickBin Ultra architecture and Runbow application, with questions on system scope, integration, regional support and acceptance.
Assess ForwardX mobile robot families and f(x) Fleet Manager, with a dated Chery factory example and practical questions on interfaces, load handling, commissioning and support.
Review Wingtra's survey drones, sensor and software choices, with a dated construction test and procurement questions on data deliverables, operating conditions and regional support.
Explore Ecorobotix's ARA precision sprayers and crop-specific software, with dated product evidence and questions on tractor compatibility, agronomic validation and support.
Review SeaRobotics surface vessels and autonomy integration, with dated environmental research evidence and questions on payloads, data quality, vessel operations and support.
Assess Avidbots Neo, Neo 2W and Kas cleaning robots, with a dated retail trial and practical questions on cleaning plans, fleet data, facility readiness, support and operating costs.
Explore LionsBot's commercial cleaning robot portfolio and Singapore event evidence, with procurement questions on floor tasks, fleet controls, daily work and regional service.
A buyer-oriented profile of PROCEPT BioRobotics, covering HYDROS and Aquablation, the specific US indication, hospital implementation requirements, and international purchasing questions.
An evidence-based profile of Distalmotion and Dexter, distinguishing current US and European surgical scope, dated AdventHealth adoption, operating-room integration, and purchasing requirements.
A profile of Microbot Medical and LIBERTY, covering peripheral endovascular navigation, the specific US FDA clearance, commercial release evidence, and hospital procurement considerations.
A buyer-focused profile of Invert Robotics, covering climbing inspection platforms, surface and sensor suitability, regional contact routes, and the announced early-access status of Invert Atlas.
A profile of Square Robot's on-stream storage tank inspection business, covering the SR-3 platform, the Marathon collaboration, inspection deliverables, and site-specific procurement boundaries.
A profile of ENGINEAI's humanoid robotics business, distinguishing PM01 editions, developer access, a dated Hong Kong event appearance, and the requirements for a controlled commercial pilot.
A profile of OrionStar Robotics and its service robot families, covering delivery and cleaning applications, dated commercial evidence, regional purchasing, software accounts, and pilot acceptance.
Review Wandercraft's Atalante X rehabilitation platform, device-specific US indications, its Australian distribution announcement, and the separate commercial timeline for personal exoskeletons.
Review Comau’s MyCo collaborative robots, model-specific payload and reach, standard and optional protection, integration responsibilities, and production acceptance requirements.
Review Mitsubishi Electric’s MELFA industrial robots, FR and CR positioning, the dated FR PLUS lineup update, factory interfaces, service responsibilities, and acceptance planning.
Review Seegrid’s autonomous lift trucks and tow tractors, Fleet Central software, North American operating focus, customer evidence, and requirements for reliable material handoffs.
Company records on this site come from the Zhilianhai company database. To add or correct a company profile, open the company directory and find the matching company, or contact us. This module is the entry point for company submissions.
Checking reach across the whole working envelope, including tool changes.
Estimating cycle time for motion, and finding collisions before they happen.
Comparing two layouts on the same takt time requirement.
Producing a video that operations can react to — useful, and honest feedback.
What simulation cannot tell you
It cannot predict how a human will hand you a part, how much the material varies, or how long a vision system takes to settle in real lighting. Treat the simulated cycle time as the floor, then add real handshakes and a margin before you promise a number to production.
Model input
Where to get it
Why it matters
Part geometry and weight
Drawings plus a scale
Payload and gripper choice
Feeder behaviour
Video of the real line
Stability of presentation
Machine handshake time
PLC trace
The hidden part of the cycle
Operator action
Time study
Human tasks that remain
Use the model as a design tool, not a promise
The most valuable output is not the animation but the list of collisions, awkward poses and unreachable points. Fix those on screen. Every hour spent there is cheaper than an hour spent with a crane in the plant.
How Collaborative Robots Implement Safety Functions
Safety comes from a mechanism, not from lowering the speed.
Illustrations in this article are AI-generated topic images, not photographs of the equipment discussed.
Financial reports are among the most structured sources available to anyone tracking robotics. They are also easy to misread, because the words used for a segment are chosen by each company and do not map cleanly from one to another.
AI-generated topic illustration: 2024-07-26 Rechenwerk, Halle (Saale), 07.jpg — not a photograph of the equipment discussed.
Start with segment definitions
"Automation", "robotics" and "industrial technology" can refer to quite different mixes of hardware, software and service. Read the note that defines the segment rather than assuming the label. Where a company redefines segments, note the change and the restated figures, because a redefinition can move revenue between lines without any change in the underlying business. It is also worth checking whether the prior-year comparatives were restated on the same basis.
AI-generated topic illustration: Factory Automation Robotics Palettizing Bread.jpg — not a photograph of the equipment discussed.AI-generated topic illustration: Igm Robot 20181002.jpg — not a photograph of the equipment discussed.
Distinguish orders from revenue
Order intake, backlog and revenue move on different clocks. In project businesses, revenue recognition can lag an order by several quarters. Growth in one line with a decline in another is not automatically contradictory.
Read the commentary for conditions
Management commentary often explains which end markets were strong and which geographies slowed. That is where the useful granularity lives. Currency effects and one-off items should be separated from underlying movement before drawing conclusions. Restructuring charges, legal settlements and inventory adjustments all sit in the reported number, and each has a different meaning for the following year.
Keep a simple series
Recording a few consistent figures each quarter for a set of companies builds a far more reliable sense of direction than reacting to any single report.
This article offers a reading method and no investment advice or forecast.
Acceptance Testing a Robot Cell: The Plan to Write First
Factory acceptance and site acceptance tests with pass and fail criteria.
“Works well” is not a criterion. Write the sample size, the acceptable cycle time range, the allowed intervention rate and the duration of the run. For example: 500 parts, cycle time within 5% of the agreed figure, no more than 2 manual interventions, safety functions verified against the risk assessment.
Test the failure paths
Stop and restart at every point in the cycle.
E-stop from each operator position, timed and recorded.
Power loss during a move, then recovery.
Bad part, missing part, upside-down part.
Network drop between robot and line controller.
Record each test with a date, the person who ran it and the result. That record is what the maintenance team will use for years.
Encoder and Feedback Options in Robot Joints
The feedback chain decides accuracy, and also how quickly the machine can be recovered.
Illustrations in this article are AI-generated topic images, not photographs of the equipment discussed.
Anyone following robotics companies will eventually notice a quarter where orders jump and revenue does not. The gap is usually structural rather than a sign of trouble, but the reasons matter for interpreting the numbers.
AI-generated topic illustration: 仓储自主移动机器人 — not a photograph of the equipment discussed.
Acceptance gates revenue
In project business, revenue often follows milestones: design freeze, shipment, commissioning, acceptance. An order can be signed, announced and still not be revenue this year. Conversely, revenue in a period may come from orders signed much earlier, which is why a strong revenue quarter can coincide with weak intake without either being contradictory.
AI-generated topic illustration: 仓储搬运机器人 — not a photograph of the equipment discussed.AI-generated topic illustration: Automated Guided Vehicles.jpg — not a photograph of the equipment discussed.
Components and site readiness
Revenue also depends on parts arriving and on the customer's site being ready. Either can delay shipment or acceptance without any change in demand, which is why capacity statements and delivery schedules belong in the same reading. A supplier can be fully sold out on intake while revenue is still catching up with a previous period.
Mix shifts the average
A quarter weighted toward service and spare parts looks different from one weighted toward new lines. Comparing revenue totals without the mix can hide a large change in the underlying business.
What to track instead
Track orders, backlog, revenue and the stated reasons for movement together. A single line, read alone, will mislead in both directions.
This article explains structural timing effects. It provides no forecast for any company.