SDK · ROS · NAVIGATION · PLATFORMRobot development
Verify the exact edition and interfaces, then use a representative PoC for jobs, data flow, safe fallback and handover.
Open the business decision page →
GUMA ROBOTS · INDUSTRY APPLICATIONS
A robot application should not start with a capability reel
Define the job, site, evidence, operating owner and acceptance method first. Then decide whether to buy, rent or integrate. This hub contains all GUMA industry-application and buyer-decision content.
The direct answer for buyers
A demonstration proves that a robot completed an action once under a particular condition. It does not prove business readiness. A useful proposal must answer five questions: the exact job, allowed site conditions, validation evidence, operating owner, and safe fallback when the system fails.
Five core businesses, built from observed demand
We do not create a duplicate page for every keyword. Robot development, education, stores, data collection and the Robot Studio management platform each use one maintained page for observed searches, buyer evidence, trial behaviour and enquiries.
SDK · ROS · NAVIGATION · PLATFORM
COURSES · LABS · REPRODUCTIONRobot education
Build around learning goals, access, labs, faculty readiness, safety and reproducible acceptance.
Open the business decision page →
EXPERIENCE · POP-UP · OPERATIONSRobot stores
Validate audience, programs, staff load, safe flow and valid enquiries before equipment and replication.
Open the business decision page →
REAL ROBOTS · TELEOP · DATA QUALITYRobot data collection
Derive signals, synchronization, calibration, coverage, failure labels, privacy and delivery from downstream use.
Open the business decision page →
MAPS · JOBS · SKILLS · FLEETRobot management platform
Use Robot Studio to manage maps, points, jobs, skills, access and data assets, then move from an isolated trial to a PoC, on-premise deployment or operations.
Open the business decision page →Five questions that matter more in 2026
Industry attention is moving from motion showcases toward real-robot evaluation, deployment infrastructure and delivery. We translate those signals into buyer questions rather than reproducing media conclusions.
From showcase to deployment
Ask whether the exact edition can repeat the target job at the target site.
Buyer actionRequire representative trials, failure records, human intervention rules and acceptance criteria.
From a robot to a workflow
Voice, motion and navigation are components; content, maps, jobs, accounts, logs and takeover create an operation.
Buyer actionMap data flow, ownership and exception handling before quotation.
Form follows the job
Humanoid, quadruped, wheeled and fixed systems have different access, interaction, payload and risk boundaries.
Buyer actionMeasure doors, lifts, floors, slopes, audience distance and handling first.
From benchmark to site evidence
A leaderboard or launch can identify a candidate, not verify a hardware/software combination at your site.
Buyer actionRetain conditions, raw records, versions, thresholds, errors and reviewer.
From handover to operation
Charging, inspection, content, access, maintenance, spares and recovery continue after launch.
Buyer actionName the operator, support boundary, change process and shutdown criteria.
Five applications need five different evidence sets
Each page follows job, conditions, system, acceptance and limitations. Unsupported capability remains an explicit validation item.
Guide & reception
- For
- Showrooms, venues, campuses, hotels and visitor centres
- Job
- Greeting, approved presentation, route guidance, Q&A and staff handoff
- Validate first
- Noise, crowds, map change, content approval, stopping points and takeover
Retail & livestream
- For
- Retail teams, malls, brands, studios and content operators
- Job
- Attention, product story, scripted interaction, camera cue and lead handoff
- Validate first
- Product source, script approval, platform rules, human control and attribution
Industrial inspection
- For
- Sites evaluating remote observation, sensing or complex-floor access
- Job
- Route patrol, evidence capture, thermal or gas payload integration
- Validate first
- Defect definition, terrain, communications, localization, calibration and human review
Events & performance
- For
- Brands, exhibitions, stages, destinations and production teams
- Job
- Motion performance, audience interaction, run-of-show and filming
- Validate first
- Stage, distance, release, rehearsal, stop control, contingency unit and fallback
Education & research
- For
- Universities, colleges, research groups, labs and science venues
- Job
- Labs, controls, perception, simulation, SDK work and research validation
- Validate first
- Edition rights, learning goal, reproduction, staff, safety and data ethics
Turn an application into a decision table
| Application | Primary job | First evidence | Common mismatch | Typical route |
|---|---|---|---|---|
| Guide & reception | Deliver approved content and reach points safely | Route trial, answer boundary, takeover record | No content owner or constantly changing site | Pilot then purchase/integrate |
| Retail & livestream | Move attention to a trackable next step | Script, product source and attribution | Expecting the robot alone to guarantee sales | Event rental or content integration |
| Inspection | Capture reviewable site evidence | Defect definition, raw evidence and alert loop | Unverified hazardous-area or communications conditions | PoC then integration |
| Events | Run safely within the program window | Full rehearsal, release and contingency plan | No boundary, operator or rehearsal | Rental and on-site execution |
| Education & research | Complete a reproducible lab or lesson | Interface rights, record and recovery steps | Buying from appearance or performance alone | Purchase, training and development support |
Field material reveals the problems concept art hides
These existing project and event assets illustrate crowds, stages, cameras, venues and multi-robot operation. They are not used to claim a named customer outcome.
Buy, rent and integrate inside the application decision
A commercial route should not be chosen without the application. Select the job first, then decide from duration, standard capability gap and internal ownership.
Purchase & delivery
For teams with a defined repeat job, equipment owner and maintenance capacity.
Open the purchase evidence list →Rental & field execution
For dated exhibitions, filming, shows and pre-purchase pilots.
Open the rental preparation list →Custom development & integration
For SDK, ROS, sensors, maps, enterprise APIs or an operating console.
Open the PoC and delivery boundary →Buyer and delivery guides
These guides help procurement, engineering and operations discuss one evidence set instead of making trend-driven conclusions.
PROJECT BRIEF
Turn the requirement into a one-page project brief
Define the job, field conditions, human ownership, system interfaces and acceptance method before quotation. Specific inputs reduce model mismatch, hidden integration work and the risk of treating a demonstration as a deliverable.
You can submit an incomplete brief. We will return the missing inputs and validation order before discussing model, schedule and price.
- 01Site and people
State the destination, public or controlled setting, users, site owner and operating staff.
- 02Job and duty cycle
List mandatory actions, frequency, duration, fleet size and target date.
- 03Site and systems
Provide a floor plan, surfaces, slopes, doors, lifts, network, power, sensors and business interfaces.
- 04Safety and fallback
Define operating distance, restricted zones, stop control, human takeover and degraded operation.
- 05Acceptance and operation
Set test scenes, pass conditions, records, training, release management and maintenance ownership.
Industry application FAQs
Industry application update · 2026-07-21
Can you recommend a robot model immediately?
A model recommendation is useful only after the job, site, people, interfaces, budget and timing are defined. Before that, we can provide only a candidate set for validation.
Why do the pages emphasize limitations and failures?
Robot projects fail at undocumented site conditions, release differences and human responsibilities. Stating boundaries early enables a testable purchase and delivery scope.
What should we prepare before an application consultation?
Start with the site, target job, date or duty cycle, quantity, existing systems, field constraints and unacceptable failures. Floor plans, network and interface material can follow.
How do we start an application project?
Share the job, destination, date or duty cycle, quantity, existing systems and unacceptable failures. We will identify missing inputs and a validation path before model and price discussion.
Send a one-page job before asking for a model and price
Share the site, target job, date or duty cycle, quantity, interface needs and unacceptable failures. We will first return missing inputs and validation steps.
Submit an application brief →